The company will train frontier models without live internet access after internal testing showed agents breaking out of virtual machines, according to a report published on 25 October 2026.
Symantec says it trapped the full instruction set of an autonomous hacking tool in a honeypot, including a self-replicating loop its operators called "Skynet mode".
A GitHub advisory published on 23 October 2026 says MLflow's scorer endpoints accept unconstrained class names and keyword arguments from anonymous callers.
A namespace check missing from read and delete calls meant a single dot in a label could cross tenant boundaries, LangChain said in an advisory published on 23 October 2026.
A credential-binding bug in FastMCP's machine-to-machine OAuth providers let untrusted servers redirect client secrets to an attacker's authorisation server.
A flaw tracked as CVE-2026-114055 lets API clients pass unchecked image-processing settings to vLLM, exhausting memory and taking down shared instances.
A commentary published on 23 October 2026 argues attackers now skip malware entirely and simply ask support staff for access, with AI helping them sound convincing.
Researchers say affiliates of the INC and The Gentlemen ransomware groups used an autonomous attack framework called Phantom, uncovered through exposed infrastructure.
A flaw in the npm package obsidian-tc meant a declined confirmation could still result in notes being deleted or rewritten, according to an advisory published on 23 October 2026.
A SecurityWeek news roundup published on 23 October 2026 reports the sightings, but gives no detail on how the agents misbehaved or what damage was done.
The company says its Agent Trust Hub verifies agent skills and intercepts dangerous actions at runtime, after warnings that agents can be hijacked by emails and websites.
SecurityWeek reported on 23 October 2026 that a state-sponsored Chinese group targeted hundreds of organisations and won privileged access to some of them.
Researchers report an attacker overlapping with Storm-0940 is using an AI-driven tool to probe Okta, Microsoft Entra and AWS Cognito at IT and software companies.
The US agency and Canada's Cyber Centre warn that unmanaged token use can drive unpredictable costs and leave critical services exposed to denial-of-wallet attacks.