Session
Breach on Autopilot: From AI-Planned Kill-Chains to Automated Atomic Execution
Modern adversaries execute multi-stage kill-chains, yet offensive tools remain fragmented. The disconnect between discovery and execution forces manual intervention, slowing Red Team operations. This session introduces a unified "Blue-to-Red" framework bridging asset intelligence (Blue Hunter) and automated execution (Red Hunter), transforming AI into a strategic operative.
Technical Docs: https://keen-harmonica-78a.notion.site/Breach-on-Autopilot-Technical-Deep-Dive-352d19e62e02802f99b8d72376af1bc8
Blue Hunter is the cognitive engine. It ingests OSINT—DNS, certificates, and tech stacks. It reasons through environmental contexts to calculate lateral movement probabilities. AI intent is algorithmically mapped to MITRE ATT&CK TIDs, grounding plans in proven tradecraft.
Red Hunter handles action. Its Dynamic Parser ingests Atomic Red Team YAMLs, injecting target parameters in real-time. Using an RPC bridge to Metasploit, it enables programmatic session upgrades and post-exploitation, replacing manual console work with a seamless loop.
The framework operates in air-gapped environments by serializing MITRE ATT&CK and Atomic repositories into a local vector database. Using local LLMs, it ensures high-fidelity operations without external API dependencies.
The pipeline generates a MITRE ATT&CK Coverage Matrix to close "Detection Gaps." Automating the OODA loop reduces manual integration from hours to minutes, shifting the focus to data-driven strategy.
Yeo JooHo
Lead Researcher | PIOLINK Cybersecurity Research Team
Seoul, South Korea
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