POISE: Position-Aware Undetectable Skill Injection on LLM Agents

Agent skills provide a lightweight mechanism for extending general-purpose agents, but their open format exposes them to skill-poisoning attacks. A practically dangerous injection must stay invisible: if executing the payload derails the user's legitimate task, the resulting failure signal invite...

PT-2026-47090

Impact Three related defects on admin Livewire components allowed data tampering, sensitive data disclosure, and stored XSS: - IDOR via unlocked properties. Several Livewire components in the admin panel exposed Eloquent model identifiers as public properties without the Locked attribute. An...

Beyond Pass/Fail: Using Process Mining to Understand How LLMs Resist (And Fail) Red Team Attacks

Standard AI red teaming evaluations reduce adversarial campaigns to a single binary outcome, attack success rate ASR, not taking into account the sequential structure of how models resist or yield to attacks. We propose applying process mining, a discipline for discovering and analyzing process...

CVE-2026-11036

Inappropriate implementation in DOM in Google Chrome prior to 149.0.7827.53 allowed a remote attacker to bypass same origin policy via a crafted HTML page. Chromium security severity: Medium...

ROOT-APP-NPM-CVE-2025-66414 CVE-2025-66414 in @rootio/modelcontextprotocol__sdk - Patched by Root

Root has patched CVE-2025-66414 in the @rootio/modelcontextprotocolsdk package for Root:npm. Multiple fixed versions available...

Updating the taxonomy of failure modes in agentic AI systems: What a year of red teaming taught us

In this article 1. Why the Taxonomy Needed Updating 2. Seven new failure modes 3. Operational findings: What red teaming showed 4. New mitigations 5. What to do this quarter When the Microsoft AI Red Team published the Taxonomy of Failure Modes in Agentic AI Systems in April 2025, the goal was a...

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