Securing AI Agents in the Enterprise SOC
How AI agents transform enterprise SOC operations — autonomous triage, incident response, threat hunting, and compliance automation.
AI Model Extraction and Distillation Attacks: How Your Model Gets Stolen
How AI models get stolen through extraction and distillation attacks. Explore techniques, defenses, and real-world ML security case studies.
AI Agent Identity and Least Privilege: The Three-Layer Model
Master the three-layer model for AI agent identity: cryptographic identity, capability permissions, and runtime least privilege for autonomous AI systems.
Software Supply Chain Security for AI Agents and MCP Servers
A deep dive into securing AI agent supply chains — MCP server vetting, dependency integrity, sandboxing, and trust anchors for AI infrastructure.
Zero Trust Architecture for AI Systems: Implementation Guide
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 agent security attack surface
AI Agent Security: The New Attack Surface in 2026
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.
SOC Automation & SOAR in 2026: From Alert Fatigue to Autonomous Defense
Security Operations Centers are drowning in alerts. This guide covers how SOAR platforms, AI-driven playbook automation, and autonomous triage are transforming SOC efficiency in 2026.
How AI Is Transforming Ransomware in 2026: Threats & Defense
Discover how AI is revolutionizing ransomware attacks in 2026 — from automated RaaS platforms to deepfake-powered extortion and actionable defense strategies.
Cordyceps CI/CD Flaws & Cisco Zero-Days: June Brief
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: Hijacking AI Agents for Remote Code Execution
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.
AI Deepfakes: The 2026 Detection & Defense Playbook
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.
How AI-Driven Autonomous Attacks Are Reshaping Cybersecurity in 2026
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.