system_context dict | codebase_snapshot dict | task_type stringclasses 2
values | red_team dict | blue_team dict | coding dict | reasoning_trace stringlengths 26 152 | outcome dict |
|---|---|---|---|---|---|---|---|
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-00c157",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_41ba"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.scan_99914b",
"target_system.patch_9a13ca",
"target_system.patch_420cc4",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.scan_99914b -> target_system.patch_9a13ca -> target_system.patch_420cc4 -> target_system.patch_d8222a | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.99
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-0715a4",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_4547"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.03
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-c1e2c7",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_7df4"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 4.26
} |
{
"attack_vector": "Web Request",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-bb3640",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_0544"
],
"steps": [
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_420cc4 -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 0.2
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-a6ebb1",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "SQL Injection",
"impact": "Data Exfiltration",
"payloads": [
"payload_4481"
],
"steps": [
"target_system.exploit_28b139",
"target_system.exploit_fd0516"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_d8222a",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_28b139 -> target_system.patch_28b139 -> target_system.patch_d8222a -> target_system.patch_e28172 -> target_system.exploit_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 0.72
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-07c615",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_5610"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 0.53
} |
{
"attack_vector": "Internal Network",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-50d656",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_9e5a"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.2
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-9c2acc",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_264c"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_e28172",
"target_system.patch_9a13ca",
"target_system.patch_28b139",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_e28172 -> target_system.patch_9a13ca -> target_system.patch_28b139 -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 2.48
} |
{
"attack_vector": "Web Request",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-9d32b4",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Path Traversal",
"impact": "Data Exfiltration",
"payloads": [
"payload_bf95"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.scan_99914b",
"target_system.patch_420cc4",
"target_system.patch_9a13ca",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.scan_99914b -> target_system.patch_420cc4 -> target_system.patch_9a13ca -> target_system.patch_031983 -> target_system.exploit_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 2.3
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-482436",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_04d2"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_420cc4",
"target_system.patch_420cc4",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_420cc4 -> target_system.patch_420cc4 -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.42
} |
{
"attack_vector": "Internal Network",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-39b94c",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_d463"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 0.59
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-343394",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_08c5"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_031983",
"target_system.patch_420cc4",
"target_system.patch_e28172",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_031983 -> target_system.patch_420cc4 -> target_system.patch_e28172 -> target_system.patch_d8222a | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.88
} |
{
"attack_vector": "Internal Network",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-5f55e5",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_3620"
],
"steps": [
"target_system.exploit_420cc4",
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_031983",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_031983 -> target_system.exploit_420cc4 -> target_system.exploit_420cc4 -> target_system.patch_e28172 | {
"severity": "Medium",
"success": true,
"time_to_detect": 2.6
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-aa267a",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_a88f"
],
"steps": [
"target_system.exploit_e28172",
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_e28172 -> target_system.exploit_9a13ca -> target_system.patch_e28172 -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.59
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-0a70bb",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_5d53"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_e28172",
"target_system.patch_9a13ca",
"target_system.patch_e28172",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_e28172 -> target_system.patch_9a13ca -> target_system.patch_e28172 -> target_system.patch_d8222a | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.07
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-762f08",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_0705"
],
"steps": [
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_28b139",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_28b139 -> target_system.exploit_420cc4 -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.45
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-fb8c77",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_5a32"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_420cc4",
"target_system.patch_fd0516",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_420cc4 -> target_system.patch_fd0516 -> target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 4.71
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-500919",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_ff78"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.6
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-1d2ec2",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_8168"
],
"steps": [
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_031983",
"target_system.patch_e28172",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_e28172 -> target_system.patch_031983 -> target_system.patch_031983 -> target_system.patch_e28172 -> target_system.patch_fd0516 | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.73
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-6d9898",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_3c42"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_28b139",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.patch_28b139 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 0.11
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-270b46",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_6a7e"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_d8222a | {
"severity": "High",
"success": true,
"time_to_detect": 2.37
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-a10e74",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "XSS",
"impact": "Data Exfiltration",
"payloads": [
"payload_19bf"
],
"steps": [
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_28b139",
"target_system.patch_fd0516",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_28b139 -> target_system.patch_fd0516 -> target_system.patch_28b139 -> target_system.exploit_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 4.82
} |
{
"attack_vector": "Internal Network",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-2559da",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "SSRF",
"impact": "Data Exfiltration",
"payloads": [
"payload_f19c"
],
"steps": [
"target_system.exploit_420cc4",
"target_system.exploit_28b139"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_d8222a",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_420cc4 -> target_system.patch_031983 -> target_system.patch_d8222a -> target_system.patch_031983 -> target_system.exploit_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 1.6
} |
{
"attack_vector": "Third-Party Library",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-76b7ca",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_ae7a"
],
"steps": [
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "None",
"response_steps": [],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 0.17
} |
{
"attack_vector": "API Endpoint",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-d341ce",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_648f"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_420cc4",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_420cc4 -> target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 3.49
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-e3a760",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_80fb"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_e28172",
"target_system.patch_9a13ca",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_e28172 -> target_system.patch_9a13ca -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.07
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-3d90e3",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_1b1e"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 1.26
} |
{
"attack_vector": "Internal Network",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-ff9715",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Broken Auth",
"impact": "Data Exfiltration",
"payloads": [
"payload_02e5"
],
"steps": [
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_9a13ca",
"target_system.patch_fd0516",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_9a13ca -> target_system.patch_fd0516 -> target_system.patch_28b139 -> target_system.exploit_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 2.27
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-78c0df",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Path Traversal",
"impact": "Data Exfiltration",
"payloads": [
"payload_61b7"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_9a13ca",
"target_system.patch_28b139",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_9a13ca -> target_system.patch_28b139 -> target_system.patch_fd0516 -> target_system.exploit_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.24
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-b620d2",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_96e3"
],
"steps": [
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_e28172 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 2.67
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-5052c8",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_818e"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_d8222a",
"target_system.patch_420cc4",
"target_system.patch_420cc4",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_d8222a -> target_system.patch_420cc4 -> target_system.patch_420cc4 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.21
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-4fd604",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_db88"
],
"steps": [
"target_system.exploit_fd0516"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_fd0516 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.08
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-a2ca29",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_b2dc"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.57
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-578e7f",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_27d7"
],
"steps": [
"target_system.exploit_fd0516"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.scan_99914b",
"target_system.patch_420cc4",
"target_system.patch_9a13ca",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.scan_99914b -> target_system.exploit_fd0516 -> target_system.patch_420cc4 -> target_system.patch_9a13ca -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.52
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-e040b7",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_3c1a"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 4.66
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-e8825c",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_0770"
],
"steps": [
"target_system.exploit_031983"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_d8222a",
"target_system.patch_9a13ca",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_031983 -> target_system.patch_e28172 -> target_system.patch_d8222a -> target_system.patch_9a13ca -> target_system.patch_420cc4 | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.41
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-a841d6",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_c6eb"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.18
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-7ddf7e",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_895d"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_420cc4 | {
"severity": "High",
"success": true,
"time_to_detect": 2.98
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-20308b",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_911d"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_fd0516",
"target_system.patch_28b139",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_fd0516 -> target_system.patch_28b139 -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 2.1
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-68b02c",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_bb75"
],
"steps": [
"target_system.exploit_031983",
"target_system.exploit_9a13ca",
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_031983 -> target_system.patch_031983 -> target_system.exploit_9a13ca -> target_system.exploit_9a13ca -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.78
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-771073",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_72af"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_031983",
"target_system.patch_d8222a",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_031983 -> target_system.patch_d8222a -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 4.82
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-3e67aa",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_2820"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_9a13ca",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.patch_9a13ca -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.45
} |
{
"attack_vector": "Web Request",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-494b04",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_74ef"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_9a13ca | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.16
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-c77d3a",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_9914"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_031983",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_031983 -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.18
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-ca43c9",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_6d1b"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_fd0516",
"target_system.patch_d8222a",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_d8222a -> target_system.patch_28b139 -> target_system.patch_fd0516 -> target_system.patch_d8222a -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.47
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-972458",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_63a4"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 1.17
} |
{
"attack_vector": "Internal Network",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-aa0dc8",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_66d1"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_28b139",
"target_system.patch_d8222a",
"target_system.patch_28b139",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_28b139 -> target_system.patch_d8222a -> target_system.patch_28b139 -> target_system.patch_9a13ca | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.96
} |
{
"attack_vector": "Internal Network",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-372361",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_8e18"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 1.01
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-0e811c",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_f881"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_d8222a",
"target_system.patch_420cc4",
"target_system.patch_e28172",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.patch_d8222a -> target_system.patch_420cc4 -> target_system.patch_e28172 -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.64
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-005111",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "SSRF",
"impact": "Data Exfiltration",
"payloads": [
"payload_af3c"
],
"steps": [
"target_system.exploit_28b139",
"target_system.exploit_28b139"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_d8222a",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_d8222a -> target_system.patch_420cc4 -> target_system.exploit_28b139 -> target_system.exploit_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 2.73
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-acad2a",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_ae96"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 3.4
} |
{
"attack_vector": "API Endpoint",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-bfca48",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "SSRF",
"impact": "Data Exfiltration",
"payloads": [
"payload_dcfd"
],
"steps": [
"target_system.exploit_031983",
"target_system.exploit_28b139"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_d8222a",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_031983 -> target_system.patch_fd0516 -> target_system.patch_d8222a -> target_system.patch_031983 -> target_system.exploit_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 1.26
} |
{
"attack_vector": "Internal Network",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-3716e4",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_ee87"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_031983",
"target_system.patch_420cc4",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_031983 -> target_system.patch_420cc4 -> target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 4.49
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-892ee6",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_3c7e"
],
"steps": [
"target_system.exploit_420cc4",
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_e28172",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_420cc4 -> target_system.patch_031983 -> target_system.exploit_420cc4 -> target_system.patch_e28172 -> target_system.patch_031983 | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.07
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-caf6e6",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_23cd"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 0.73
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-444e8d",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_c7bb"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-da893f",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_b489"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.scan_99914b",
"target_system.patch_fd0516",
"target_system.patch_fd0516",
"target_system.patch_420cc4",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.scan_99914b -> target_system.patch_fd0516 -> target_system.patch_fd0516 -> target_system.patch_420cc4 -> target_system.patch_420cc4 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.32
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-fb3c1a",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_820e"
],
"steps": [
"target_system.exploit_9a13ca",
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_420cc4",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_9a13ca -> target_system.exploit_e28172 -> target_system.patch_9a13ca -> target_system.patch_420cc4 -> target_system.patch_420cc4 | {
"severity": "High",
"success": true,
"time_to_detect": 2.01
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-cc5ec7",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_0819"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_28b139",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_28b139 -> target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.07
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-58939e",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_ccb0"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.scan_99914b",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.scan_99914b -> target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 3.57
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-78eaba",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_45f7"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_9a13ca",
"target_system.patch_28b139",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_9a13ca -> target_system.patch_28b139 -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 4.82
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-c3647b",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_f306"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_d8222a",
"target_system.patch_420cc4",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_d8222a -> target_system.patch_420cc4 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 0.16
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-7f2ada",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Insecure Deserialization",
"impact": "Data Exfiltration",
"payloads": [
"payload_fbbb"
],
"steps": [
"target_system.exploit_e28172",
"target_system.exploit_031983",
"target_system.exploit_031983"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_e28172 -> target_system.patch_9a13ca -> target_system.patch_d8222a -> target_system.exploit_031983 -> target_system.exploit_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.97
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-467d26",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_8cd6"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 2.52
} |
{
"attack_vector": "Internal Network",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-968629",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_bd5f"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_d8222a -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.22
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-72f632",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_7c7f"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.scan_99914b",
"target_system.patch_031983",
"target_system.patch_d8222a",
"target_system.patch_28b139",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.scan_99914b -> target_system.patch_031983 -> target_system.patch_d8222a -> target_system.patch_28b139 -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.93
} |
{
"attack_vector": "Web Request",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-6bbb94",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_070c"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 0.27
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "SQL Injection"
} | {
"snapshot_id": "SNAP-7de3cc",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SQL Injection",
"impact": "Blocked",
"payloads": [
"payload_f86d"
],
"steps": [
"target_system.exploit_fd0516"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_d8222a",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.exploit_fd0516 -> target_system.patch_d8222a -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.62
} |
{
"attack_vector": "Third-Party Library",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-456038",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_bda2"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.patch_28b139 | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.65
} |
{
"attack_vector": "Internal Network",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-4818ad",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Buffer Overflow",
"impact": "Data Exfiltration",
"payloads": [
"payload_35dc"
],
"steps": [
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.scan_99914b",
"target_system.patch_28b139",
"target_system.patch_fd0516",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.scan_99914b -> target_system.patch_28b139 -> target_system.patch_fd0516 -> target_system.patch_031983 -> target_system.exploit_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 2.62
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-a41e49",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_a008"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.41
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-d72be4",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_f287"
],
"steps": [
"target_system.exploit_031983",
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_28b139",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_031983 -> target_system.patch_28b139 -> target_system.exploit_e28172 -> target_system.patch_28b139 -> target_system.patch_d8222a | {
"severity": "High",
"success": true,
"time_to_detect": 4.23
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-4fc14b",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "SSRF",
"impact": "Data Exfiltration",
"payloads": [
"payload_275d"
],
"steps": [
"target_system.exploit_28b139"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_d8222a -> target_system.exploit_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 0.44
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-948acb",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Insecure Deserialization",
"impact": "Data Exfiltration",
"payloads": [
"payload_407c"
],
"steps": [
"target_system.exploit_031983"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_9a13ca",
"target_system.patch_9a13ca",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_d8222a -> target_system.patch_9a13ca -> target_system.patch_9a13ca -> target_system.patch_fd0516 -> target_system.exploit_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 4.01
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-b6729e",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_ad92"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_d8222a -> target_system.patch_031983 | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.32
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-b4b653",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_8e88"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_031983",
"target_system.scan_99914b",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_d8222a -> target_system.patch_420cc4 -> target_system.patch_031983 -> target_system.scan_99914b -> target_system.patch_fd0516 | {
"severity": "High",
"success": true,
"time_to_detect": 1.36
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-e50b82",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_95b3"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 3.72
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-3f8d01",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_78a9"
],
"steps": [
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_d8222a",
"target_system.patch_420cc4",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_d8222a -> target_system.exploit_9a13ca -> target_system.patch_420cc4 -> target_system.patch_fd0516 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.47
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-553cb3",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Broken Auth",
"impact": "Data Exfiltration",
"payloads": [
"payload_685f"
],
"steps": [
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_fd0516",
"target_system.patch_d8222a",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_fd0516 -> target_system.patch_d8222a -> target_system.patch_031983 -> target_system.exploit_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 2.99
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-0d3792",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_349d"
],
"steps": [
"target_system.exploit_28b139",
"target_system.exploit_28b139"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_031983",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_031983 -> target_system.exploit_28b139 -> target_system.exploit_28b139 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 2.94
} |
{
"attack_vector": "Internal Network",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-c5d888",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Broken Auth",
"impact": "Data Exfiltration",
"payloads": [
"payload_2f34"
],
"steps": [
"target_system.exploit_e28172",
"target_system.exploit_e28172"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_28b139",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_e28172 -> target_system.patch_28b139 -> target_system.patch_28b139 -> target_system.patch_420cc4 -> target_system.exploit_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 1.32
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-69e980",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Insecure Deserialization",
"impact": "Blocked",
"payloads": [
"payload_36f9"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 2.3
} |
{
"attack_vector": "API Endpoint",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-79d049",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_3ec8"
],
"steps": [
"target_system.exploit_fd0516"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_d8222a",
"target_system.patch_9a13ca",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_fd0516 -> target_system.patch_d8222a -> target_system.patch_9a13ca -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 4.37
} |
{
"attack_vector": "Web Request",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-a58e20",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "SSRF",
"impact": "Data Exfiltration",
"payloads": [
"payload_86d2"
],
"steps": [
"target_system.exploit_28b139"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_420cc4",
"target_system.patch_e28172",
"target_system.patch_d8222a",
"target_system.patch_fd0516"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_420cc4 -> target_system.patch_e28172 -> target_system.patch_d8222a -> target_system.patch_fd0516 -> target_system.exploit_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 4.09
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-d1df04",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Path Traversal",
"impact": "Data Exfiltration",
"payloads": [
"payload_d3a7"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.scan_99914b",
"target_system.patch_fd0516",
"target_system.patch_031983",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.scan_99914b -> target_system.patch_fd0516 -> target_system.patch_031983 -> target_system.patch_031983 -> target_system.exploit_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.68
} |
{
"attack_vector": "Phishing",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-59dace",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_21cb"
],
"steps": [
"target_system.exploit_d8222a"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_28b139",
"target_system.patch_fd0516",
"target_system.patch_420cc4"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_28b139 -> target_system.exploit_d8222a -> target_system.patch_fd0516 -> target_system.patch_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.28
} |
{
"attack_vector": "API Endpoint",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-f3ca6d",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_74ab"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_d8222a",
"target_system.patch_420cc4",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.patch_d8222a -> target_system.patch_420cc4 -> target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 0.5
} |
{
"attack_vector": "Internal Network",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-49cda5",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_9c56"
],
"steps": [
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.scan_99914b",
"target_system.patch_e28172",
"target_system.patch_9a13ca",
"target_system.patch_031983"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_9a13ca -> target_system.scan_99914b -> target_system.patch_e28172 -> target_system.patch_9a13ca -> target_system.patch_031983 | {
"severity": "High",
"success": true,
"time_to_detect": 1.96
} |
{
"attack_vector": "Third-Party Library",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-6c5a58",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_a0b7"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_9a13ca",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_9a13ca -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 3.52
} |
{
"attack_vector": "Phishing",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-62edce",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_e4d8"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_fd0516",
"target_system.patch_031983",
"target_system.patch_fd0516",
"target_system.patch_420cc4",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
... | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_fd0516 -> target_system.patch_031983 -> target_system.patch_fd0516 -> target_system.patch_420cc4 -> target_system.patch_9a13ca | {
"severity": "High",
"success": true,
"time_to_detect": 1.23
} |
{
"attack_vector": "API Endpoint",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-9416fa",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_cac4"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_e28172",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_e28172 -> target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 2.96
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-c76fde",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "XSS",
"impact": "Blocked",
"payloads": [
"payload_1755"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_9a13ca",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_9a13ca -> target_system.patch_28b139 | {
"severity": "Medium",
"success": true,
"time_to_detect": 2.9
} |
{
"attack_vector": "Phishing",
"severity": "Critical",
"vulnerability_type": "Insecure Deserialization"
} | {
"snapshot_id": "SNAP-f85753",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Insecure Deserialization",
"impact": "Data Exfiltration",
"payloads": [
"payload_212f"
],
"steps": [
"target_system.exploit_031983",
"target_system.exploit_031983"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca",
"target_system.patch_28b139",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_9a13ca -> target_system.exploit_031983 -> target_system.patch_28b139 -> target_system.patch_e28172 -> target_system.exploit_031983 | {
"severity": "Critical",
"success": true,
"time_to_detect": 1.81
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-f56d6a",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_027d"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.scan_99914b",
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.scan_99914b -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 2.68
} |
{
"attack_vector": "Third-Party Library",
"severity": "High",
"vulnerability_type": "Broken Auth"
} | {
"snapshot_id": "SNAP-afa3ac",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Broken Auth",
"impact": "Blocked",
"payloads": [
"payload_1ec8"
],
"steps": []
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_28b139",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_28b139 -> target_system.patch_28b139 -> target_system.patch_e28172 | {
"severity": "High",
"success": true,
"time_to_detect": 1.18
} |
{
"attack_vector": "Internal Network",
"severity": "Medium",
"vulnerability_type": "Path Traversal"
} | {
"snapshot_id": "SNAP-f300df",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Path Traversal",
"impact": "Blocked",
"payloads": [
"payload_f9a9"
],
"steps": [
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_420cc4 -> target_system.patch_031983 -> target_system.patch_d8222a | {
"severity": "Medium",
"success": true,
"time_to_detect": 0.77
} |
{
"attack_vector": "Third-Party Library",
"severity": "Medium",
"vulnerability_type": "XSS"
} | {
"snapshot_id": "SNAP-f97c93",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "XSS",
"impact": "Data Exfiltration",
"payloads": [
"payload_c427"
],
"steps": [
"target_system.exploit_fd0516",
"target_system.exploit_420cc4"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_28b139",
"target_system.patch_28b139",
"target_system.patch_d8222a"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_fd0516 -> target_system.patch_28b139 -> target_system.patch_28b139 -> target_system.patch_d8222a -> target_system.exploit_420cc4 | {
"severity": "Medium",
"success": true,
"time_to_detect": 1.54
} |
{
"attack_vector": "API Endpoint",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-3b6d18",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "Buffer Overflow",
"impact": "Blocked",
"payloads": [
"payload_a5b2"
],
"steps": [
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_9a13ca"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.exploit_9a13ca -> target_system.patch_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 3.57
} |
{
"attack_vector": "Third-Party Library",
"severity": "High",
"vulnerability_type": "SSRF"
} | {
"snapshot_id": "SNAP-f908a6",
"vulnerable_component": "api_gateway/v1/auth.py"
} | defend | {
"attack_vector": "SSRF",
"impact": "Blocked",
"payloads": [
"payload_6dce"
],
"steps": [
"target_system.exploit_28b139"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_28b139"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.exploit_28b139 -> target_system.patch_28b139 | {
"severity": "High",
"success": true,
"time_to_detect": 0.28
} |
{
"attack_vector": "Web Request",
"severity": "Critical",
"vulnerability_type": "Buffer Overflow"
} | {
"snapshot_id": "SNAP-57fdde",
"vulnerable_component": "api_gateway/v1/auth.py"
} | exploit | {
"attack_vector": "Buffer Overflow",
"impact": "Data Exfiltration",
"payloads": [
"payload_517b"
],
"steps": [
"target_system.exploit_9a13ca",
"target_system.exploit_9a13ca"
]
} | {
"detection_method": "WAF Signature Match",
"mitigation": "Code Patching",
"response_steps": [
"target_system.patch_031983",
"target_system.patch_420cc4",
"target_system.patch_e28172"
],
"signals": [
"Abnormal SQL pattern",
"High latency"
]
} | {
"changes_made": "Parameterized query implementation",
"diff": "- query = \"...\" + input\n+ query = \"...\", (input,)",
"tests_added": [
"test_sql_injection_payload"
]
} | target_system.patch_031983 -> target_system.patch_420cc4 -> target_system.exploit_9a13ca -> target_system.patch_e28172 -> target_system.exploit_9a13ca | {
"severity": "Critical",
"success": true,
"time_to_detect": 0.23
} |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.