All Deep Dives For Infosec Conference Talks Covering Detection Engineering. Talks analyzed in full.
![Glass-Box Security: Operationalizing Mechanistic Interpretability | [un]prompted 2026](https://thecyberarchive.com/assets/teasers/glass-box-security-mechanistic-interpretability-for-llms-carl-hurd.webp)
Learn how activation hooks, cosine similarity, and scalar projection enable behavior-based detection inside LLMs — the glass-box security approach to AI threat detection.
Learn how two offensive security consultants built a production-ready AWS organization from zero — covering OU design, SCPs, IAM, CI/CD, and monitoring on a lean budget.
Learn how SuperYARA combines semantic similarity, ML classifiers, and LLM rules to detect prompt injection and GenAI threats at scale — with 99% cost reduction via pre-filtering.
Learn why AI coding tools break EDR detection rules and how to close the intent attribution gap with process ancestry analysis and agent hooks.
