Securing AI Agents in the Enterprise SOC
How AI agents transform enterprise SOC operations — autonomous triage, incident response, threat hunting, and compliance automation.
How AI agents transform enterprise SOC operations — autonomous triage, incident response, threat hunting, and compliance automation.
How AI models get stolen through extraction and distillation attacks. Explore techniques, defenses, and real-world ML security case studies.
A deep dive into securing AI agent supply chains — MCP server vetting, dependency integrity, sandboxing, and trust anchors for AI infrastructure.
Zero Trust for AI systems requires rethinking identity, data flows, and access control. Learn the five pillars of AI Zero Trust — identity verification, input validation, least privilege, monitoring, and encryption — with practical architecture patterns and implementation roadmap.
AI agents are the new attack surface: goal hijacking, tool abuse, memory poisoning, and delegation escalation — plus the five-layer defense framework that catches what WAFs and code review can’t.
June 2026 threat briefing: Cordyceps CI/CD flaws exposed 300+ GitHub repos, Cisco SD-WAN zero-days exploited in the wild, and AI-powered agentic adversaries are compressing the attack lifecycle from weeks to hours.
AutoJack turns an AI agent’s web browsing into host code execution: page JavaScript pivots through an unauthenticated localhost MCP route in AutoGen Studio dev builds. Under 2 seconds, no credentials. Defenses inside.
The defender’s playbook for the deepfake era: temporal consistency, rPPG blood-flow detection, spectral forensics, liveness challenges, C2PA provenance — and why out-of-band verification remains the final gate.
AI-driven autonomous attacks adapt in real time: agent persistence, supply chain poisoning, AI social engineering, autonomous lateral movement, and adversarial ML. The five most dangerous 2026 vectors and the defense strategy that matches them.
This week: FIFA World Cup 2026 phishing campaigns, PCPJack cloud server hijacking, Claude Code GitHub Action repo takeover, Cisco SD-WAN zero-day CVE-2026-20245, and the rise of agentic AI in cybersecurity defense.
AI agent persistence attacks hide in prompt caches, tool registries, agent memory, and OAuth grants — surviving patches, restarts, and retraining. The five techniques and the hardening that stops them.
OpenAI launched Daybreak — frontier models plus the Codex Security agentic framework for vulnerability detection that reads business logic, not just patterns. Discovery through patch validation in one pipeline. What it changes for AppSec and red teams.