{ "num_labels": 89, "features": { "text": "string", "label": "int", "label_name": "string", "parent_label": "int", "parent_label_name": "int", "family": "string", "sub_type": "string", "cwe_id": "string", "cwe_name": "string", "source": "string", "source_dataset": "string", "quality_score": "int", "confidence": "int", "is_replay": "int", "is_new_v3": "int", "is_fine_grained": "int", "original_fine_label": "string", "parent_sample_id": "string", "group_id": "string" }, "splits": { "train": 1181, "validation": 238, "test": 236 }, "label_names": { "3": "XXE_GENERAL", "14": "DESER_GENERAL", "66": "CRYPTO", "67": "SAFE", "68": "XXE_DocumentBuilderFactory", "69": "XXE_DocumentBuilderFactory_Edge", "70": "XXE_SAXParserFactory", "71": "XXE_XMLReader", "72": "XXE_XMLInputFactory", "73": "XXE_TransformerFactory", "74": "XXE_SchemaFactory", "75": "XXE_JAXB_Unmarshaller", "76": "XXE_XPathFactory", "77": "XXE_StAX", "78": "XXE_DOM4J_SAXReader", "79": "DESER_ObjectInputStream", "80": "DESER_File_ObjectInputStream", "81": "DESER_Base64_ObjectInputStream", "82": "DESER_XMLDecoder_ReadObject", "83": "DESER_Jackson_DefaultTyping", "84": "DESER_XStream_FromXML", "85": "DESER_SnakeYAML_Load", "86": "DESER_Indirect_Call_Chain", "87": "DESER_Custom_ReadObject", "88": "DESER_ObjectInputFilter_Missing" }, "citation": "VulnAI / VulnIA - Defensive Java Vulnerability Detection Dataset", "license": "apache-2.0" }