Spaces:
Sleeping
Sleeping
| name: ImmunoOrg | |
| version: 2.0.0 | |
| description: An RL environment where an LLM agent learns to defend an organization from internal threats by strategically restructuring it, simulating a biological immune response. | |
| entry_point: immunoorg.environment:ImmunoOrgEnvironment | |
| category: Cybersecurity/Organizational-Management | |
| environment: | |
| type: openenv | |
| interface: reset/step/state | |
| tasks: | |
| - id: level1_single_attack | |
| description: Contain one moderate-severity incident with minimal downtime. | |
| - id: curriculum_levels_1_to_4 | |
| description: Multi-difficulty incident response curriculum with escalating complexity. | |
| action_space: | |
| format: json | |
| schema: | |
| type: object | |
| required: [action_type] | |
| properties: | |
| action_type: | |
| type: string | |
| enum: [tactical, strategic, diagnostic] | |
| tactical_action: | |
| type: string | |
| enum: [block_port, isolate_node, scan_logs, deploy_patch, quarantine_traffic, escalate_alert, restore_backup, rotate_credentials, enable_ids, snapshot_forensics, start_migration, deploy_honeypot] | |
| strategic_action: | |
| type: string | |
| enum: [merge_departments, create_shortcut_edge, update_approval_protocol, split_department, reassign_authority, add_cross_functional_team, reduce_bureaucracy, create_incident_channel, rewrite_policy, establish_devsecops] | |
| diagnostic_action: | |
| type: string | |
| enum: [query_belief_map, correlate_failure, check_executive_context, trace_attack_path, audit_permissions, measure_org_latency, identify_silo, timeline_reconstruct, vulnerability_scan] | |
| target: | |
| type: string | |
| secondary_target: | |
| type: string | |
| parameters: | |
| type: object | |
| reasoning: | |
| type: string | |
| observation_space: | |
| format: json | |
| fields: | |
| - current_phase | |
| - step_count | |
| - sim_time | |
| - threat_level | |
| - system_downtime | |
| - visible_nodes | |
| - detected_attacks | |
| - recent_logs | |
| - org_nodes | |
| - pending_approvals | |
| metrics: | |
| - time_to_containment | |
| - total_reward | |
| - org_efficiency | |
| - threats_contained_ratio | |
| tags: [LLM, RL, Cybersecurity, Org-Design, Self-Improvement] | |