Agentic Malware

Agentic malware is malicious software that uses AI models to plan and carry out attacks on its own, adapting its behavior as it goes rather than following a fixed script. Instead of a human attacker steering each step, the software can decide which systems to probe, how to get around defenses, and what data to take. For compliance and risk teams, this matters because it shortens the window between a breach starting and damage spreading, and it makes incidents harder to predict or contain with traditional rule-based security tools.

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ResearchGlobal2026-11-05

Trellix: Agentic Malware and AI Credential Leaks Converge at Record Ransomware Peak

Trellix's November 2026 threat report documents record ransomware activity alongside two emerging risks. The first is autonomous malware that operates like an AI agent. The second is AI agents that expose credentials by storing them in command lines, local files, or external model contexts. The report identifies secrets management, non-human identity controls, and incident response as the enterprise gaps most at risk.

Trellix agentic malware credential security ransomware AI cybersecurity non-human identity incident response