vLLM CVE-2026-22778/34756 — Heap Leak and DoS in Multimodal Serving
Two vLLM CVEs: a multimodal heap-address leak weakening ASLR (CVE-2026-22778) and an unbounded n-parameter DoS in the OpenAI-compatible API (CVE-2026-34756).
High-signal AI/security/automation notes.
Two vLLM CVEs: a multimodal heap-address leak weakening ASLR (CVE-2026-22778) and an unbounded n-parameter DoS in the OpenAI-compatible API (CVE-2026-34756).
Shanghai Jiao Tong University researchers introduce IterInject, an indirect prompt injection framework that uses LLM-driven iterative optimization to adapt payloads against agent defenses, achieving full success on 5 of 9 Claude Code targets.
Detectify launches an MCP Server that exposes its scanning engines to AI coding agents, enabling autonomous vulnerability finding, patching, and validation in real time.
Obsidian Security releases PoC exploit for CVE-2026-40933 (CVSS 9.9), a systemic MCP stdio command injection in Flowise that enables one-click RCE via crafted chatflow import.
Geordie raises $30M Series A led by Balderton Capital to build a purpose-built security and governance platform for AI agents at enterprise scale.
WithSecure documents GreyVibe, a Russia-nexus threat group using ChatGPT, Gemini, and Ideogram AI across every attack phase — from lure creation to malware development.
AgentSecBench introduces a formal three-game framework measuring instruction integrity, retrieval confidentiality, and capability integrity in LLM agent systems.
New arXiv paper measures prompt injection attacks in production LLM resume screening systems, testing prevention, detection, and localization defenses across real-world HR workflows.
Flashpoint tracked 63,763 April posts advertising AI-powered KYC bypass toolkits, complete with live video spoofing, voice cloning, and platform-specific updates.
A frustrated maintainer of the jqwik Java property-based testing library embedded a hidden prompt injection in test output, instructing AI coding agents to delete all project code and tests.
Sysdig documents the first observed intrusion where an LLM agent composed post-exploitation in real time — from Marimo RCE to full PostgreSQL database dump in under one hour.
UVCyber publishes a comprehensive MCP threat advisory covering 40+ CVEs, tool poisoning, rug pulls, and the architectural gap of missing built-in authentication in the Model Context Protocol.
vLLM 0.14.1 hardcodes trust_remote_code=True in two model files, bypassing user security settings and enabling remote code execution via malicious HuggingFace models.
Cogent reports AI-assisted exploit development has collapsed vulnerability-to-weaponization timelines from 125 days to 12 hours, outpacing scanner-based detection cycles.