├── .github └── workflows │ ├── pr-validation.yaml │ └── release.yaml ├── .gitignore ├── .pre-commit-config.yaml ├── .vscode └── settings.json ├── book.toml ├── book_theme └── head.hbs ├── contribute.md ├── custom.css ├── entity ├── ahmed_salem.json ├── aim_security.json ├── ayush_roychowdhury.json ├── dmitry_lozovoy.json ├── gal_malka.json ├── gregory_schwartzman.json ├── johann_rehberger.json ├── jonathan_cefalu.json ├── lana_salameh.json ├── mark_russinovich.json ├── michael_bargury.json ├── pliny.json ├── promptarmor.json ├── riley_goodside.json ├── ronen_eldan.json ├── simon_willison.json └── tamir_ishay_sharbat.json ├── mitigation ├── content_security_policy.json ├── index_based_browsing.json ├── information_flow_control.json ├── llm_activations.json ├── spotlighting.json └── url_anchoring.json ├── platform ├── chatgpt.json ├── claude.json ├── gemini.json ├── github_copilot.json ├── microsoft_copilot.json ├── microsoft_copilot_for_m365.json └── slackai.json ├── procedure ├── ai_clickfix_hijacking_computer_use_agents_using_clickfix.json ├── chatgpt_and_gemini_jailbreak_using_the_crescendo_technique.json ├── copilot_m365_lures_victims_into_a_phishing_site.json ├── data_exfiltration_from_slack_ai_via_indirect_prompt_injection.json ├── echoleak_zero_click_data_exfiltration_using_m365_copilot.json ├── exfiltration_of_personal_information_from_chatgpt_via_prompt_injection.json ├── financial_transaction_hijacking_with_m365_copilot_as_an_insider.json ├── github_copilot_chat_from_prompt_injection_to_data_exfiltration.json ├── google_gemini_planting_instructions_for_delayed_automatic_tool_invocation.json ├── microsoft_copilot_from_prompt_injection_to_exfiltration_of_personal_information.json ├── microsoft_copilot_purview_audit_log_evasion_and_dlp_bypass.json ├── spaiware.json └── x_bot_exposing_itself_after_training_on_a_poisoned_github_repository.json ├── qna.md ├── readme.md ├── requirements.txt ├── schema ├── common.schema.json ├── entity.schema.json ├── mitigation.schema.json ├── platform.schema.json ├── procedure.schema.json ├── tactic.schema.json └── technique.schema.json ├── tactic ├── ai_attack_staging.json ├── ai_model_access.json ├── collection.json ├── command_and_control.json ├── credential_access.json ├── defense_evasion.json ├── discovery.json ├── execution.json ├── exfiltration.json ├── impact.json ├── initial_access.json ├── lateral_movement.json ├── persistence.json ├── privilege_escalation.json ├── reconnaissance.json └── resource_development.json ├── technique ├── abuse_trusted_sites.json ├── acquire_infrastructure.json ├── acquire_public_ai_artifacts.json ├── active_scanning.json ├── ai_agent_context_poisoning.json ├── ai_agent_tool_invocation.json ├── ai_artifact_collection.json ├── ai_click_bait.json ├── ai_enabled_product_or_service.json ├── ai_model_inference_api_access.json ├── ai_supply_chain_compromise.json ├── ascii_smuggling.json ├── blank_image.json ├── citation_manipulation.json ├── citation_silencing.json ├── clickable_link_rendering.json ├── cloud_service_discovery.json ├── command_and_scripting_interpreter.json ├── commercial_license_abuse.json ├── compromised_user.json ├── conditional_execution.json ├── corrupt_ai_model.json ├── cost_harvesting.json ├── craft_adversarial_data.json ├── create_proxy_ai_model.json ├── credentials_from_ai_agent_configuration.json ├── crescendo.json ├── data_from_ai_services.json ├── data_from_information_repositories.json ├── data_from_local_system.json ├── denial_of_ai_service.json ├── develop_capabilities.json ├── direct_prompt_injection.json ├── discover_activation_triggers.json ├── discover_ai_agent_configuration.json ├── discover_ai_artifacts.json ├── discover_ai_model_family.json ├── discover_ai_model_ontology.json ├── discover_ai_model_outputs.json ├── discover_embedded_knowledge.json ├── discover_llm_hallucinations.json ├── discover_llm_system_information.json ├── discover_special_character_sets.json ├── discover_system_instruction_keywords.json ├── discover_system_prompt.json ├── discover_tool_definitions.json ├── distraction.json ├── drive_by_compromise.json ├── embed_malware.json ├── erode_ai_model_integrity.json ├── erode_dataset_integrity.json ├── establish_accounts.json ├── evade_ai_model.json ├── exfiltration_via_ai_agent_tool_invocation.json ├── exfiltration_via_ai_inference_api.json ├── exfiltration_via_cyber_means.json ├── exploit_public_facing_application.json ├── external_harms.json ├── extract_llm_system_prompt.json ├── failure_mode_mapping.json ├── false_rag_entry_injection.json ├── full_ai_model_access.json ├── gather_rag_indexed_targets.json ├── guest_user_abuse.json ├── image_rendering.json ├── impersonation.json ├── indirect_data_access.json ├── indirect_prompt_injection.json ├── instructions_silencing.json ├── llm_data_leakage.json ├── llm_jailbreak.json ├── llm_prompt_crafting.json ├── llm_prompt_injection.json ├── llm_prompt_obfuscation.json ├── llm_prompt_self_replication.json ├── llm_trusted_output_components_manipulation.json ├── manipulate_ai_model.json ├── masquerading.json ├── memory_data_hording.json ├── memory_poisoning.json ├── message_poisoning.json ├── modify_ai_agent_configuration.json ├── modify_ai_model_architecture.json ├── mutative_tool_invocation.json ├── obtain_capabilities.json ├── obtain_generative_ai_capabilities.json ├── off_target_language.json ├── phishing.json ├── physical_environment_access.json ├── poison_ai_model.json ├── poison_training_data.json ├── public_web_c2.json ├── publish_hallucinated_entities.json ├── publish_poisoned_datasets.json ├── publish_poisoned_models.json ├── rag_credential_harvesting.json ├── rag_data_harvesting.json ├── rag_poisoning.json ├── retrieval_content_crafting.json ├── retrieval_tool_credential_harvesting.json ├── retrieval_tool_data_harvesting.json ├── retrieval_tool_poisoning.json ├── reverse_shell.json ├── search_application_repositories.json ├── 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