How Plugin4Shell Made Reviewed AI Coding Plugins Run Different Code
Four coding agents trusted a commit hash but did not verify the code that Git actually placed in the working tree.
Four coding agents trusted a commit hash but did not verify the code that Git actually placed in the working tree.

A legitimate login did not mean legitimate intent. Spain's data-protection authority describes an alleged AI-agent attack, while warning that the organisation's report still needs analysis.

An AI agent successfully repaired a failing application by changing the shared model behind it. The repair worked, but other behaviour changed too. Who approved the new model?

Keep a reviewable record of evidence, limits and decisions.

Millions of messages a day used invisible Unicode characters to split high-signal finance words. Humans saw “funding.” Some security pipelines saw something else.

Attackers are exploiting a critical Langflow endpoint to steal OpenAI keys, AWS credentials and administrator secrets. Patching is only the first step.

Infostealers are stealing active Claude sessions, bypassing the need to defeat passwords or multi-factor authentication.

AshAI disclosed six vulnerabilities, including a CVSS 10 flaw that compiled attacker-controlled prompt content as Elixir before any model request.

More than 130 organisations warn that defenders have only months to prepare, but their voluntary pledge includes no deadlines.

Cisco warns that model publishers and country labels can hide inherited weights, training data and upstream dependencies.