🛡️ Open-source APE, Zig, and WASM polyglot malware detector. Catch cross-platform threats that evade AV. ⚡

Code release for KCLarity at SemEval-2026 Task 6: Encoder and Zero-Shot Approaches to Political Evasion Detection

Instrumented adversarial simulation framework for studying detection, evasion, and LLM-driven operations. Research tooling for controlled environments.

Security research on Zero-Trust evasion - 4 MITRE ATT&CK vectors, pass-the-cookie lab (Keycloak/ELK/Evilginx2), original 8-dimension maturity grid, ANSSI/NIS2 aligned.

PFW at SemEval-2026 Task 6 (CLARITY): multi-seed DeBERTa ensembles for political response clarity & evasion classification. Macro F1 0.76 (18/41) on Subtask 1, 0.50 (12/33) on Subtask 2. Accepted at SemEval-2026.

AsymVerify: SemEval-2026 Task 6 CLARITY political evasion detection system (2nd of 41 teams)

AST-based evasion detection for OpenClaw skills. Catches obfuscation, dynamic eval, and encoding tricks that regex misses.