All news with #ai supply chain tag

⚠️ Oligo Security researcher Avi Lumelsky disclosed a widespread insecure-deserialization pattern dubbed ShadowMQ that affects major AI inference engines including vLLM, NVIDIA TensorRT-LLM, Microsoft Sarathi-Serve, Modular Max Server and SGLang. The root cause is using ZeroMQ's recv_pyobj() to deserialize network input with Python's pickle, permitting remote arbitrary code execution. Patches vary: some projects fixed the issue, others remain partially addressed or unpatched, and mitigations include applying updates, removing exposed ZMQ sockets, and auditing code for unsafe deserialization.

🔒 Cybersecurity researchers disclosed a chain of remote code execution (RCE) vulnerabilities affecting AI inference frameworks from Meta, NVIDIA, Microsoft and open-source projects such as vLLM and SGLang. The flaws stem from reused code that called ZeroMQ’s recv-pyobj() and passed data directly into Python’s pickle.loads(), enabling unauthenticated RCE over exposed sockets. Vendors have released patches replacing unsafe pickle usage with JSON-based serialization and adding authentication and transport protections. Operators are urged to upgrade to patched releases and harden ZMQ channels, restrict network exposure, and avoid deserializing untrusted data.

🤝 Google Cloud and Hugging Face are deepening their partnership to speed developer workflows and strengthen enterprise model deployments. A new gateway will cache Hugging Face models and datasets on Google Cloud so downloads take minutes, not hours, across Vertex AI and Google Kubernetes Engine. The collaboration adds native TPU support for open models and integrates Google Cloud’s threat intelligence and Mandiant scanning for models served through Vertex AI.

⚠️ AI-enabled supply chain attacks have surged in scale and sophistication, with malicious package uploads to open-source repositories rising 156% year-over-year and real incidents — from PyPI trojans to compromises of Hugging Face, GitHub and npm — already impacting production environments. These threats are polymorphic, context-aware, semantically camouflaged and temporally evasive, rendering signature-based tools increasingly ineffective. CISOs should prioritize AI-aware detection, behavioral provenance, runtime containment and strict contributor verification immediately to reduce exposure and satisfy emerging regulatory obligations such as the EU AI Act.

🔒 VirusTotal and Hugging Face have announced a collaboration to surface security insights directly within the Hugging Face platform. When browsing model files, datasets, or related artifacts, users will now see multi‑scanner results including VirusTotal detections and links to public reports so potential risks can be reviewed before downloading. VirusTotal is also enhancing its analysis portfolio with AI-driven tools such as Code Insight and format‑aware scanners (picklescan, safepickle, ModelScan) to highlight unsafe deserialization flows and other risky patterns. The integration aims to increase visibility across the AI supply chain and help researchers, developers, and defenders build more secure models and workflows.

🛡️ Wing Security outlines how enterprises must evolve defenses to protect the modern AI application supply chain. The article explains that rapid AI sprawl, interapplication integrations, and new data exposure vectors create blind spots traditional controls were not built to handle. By extending its SaaS Security Posture Management foundation, Wing Security offers continuous discovery, real-time monitoring, vendor analytics, and adaptive governance to reduce supply chain, data leakage, and compliance risk.

🔒 A malicious npm package, postmark-mcp, was weaponized to stealthily copy outgoing emails by inserting a hidden BCC in version 1.0.16. The package impersonated an MCP Postmark connector and forwarded every message to an attacker-controlled address, exposing password resets, invoices, and internal correspondence. The backdoor was a single line of code and remained available through regular downloads before the package was removed. Koi Security advises immediate removal, credential rotation, and audits of all MCP connectors.

📣 Cloudflare’s 2025 Founders’ Letter reflects on 15 years of Internet change, highlighting encryption’s rise thanks in part to Universal SSL, slow IPv6 adoption, and the rising costs of scarce IPv4 space. It warns that AI answer engines are shifting value away from traffic-based business models and threatening publishers. Cloudflare previews tools and partnerships — including AI Crawl Control — to help creators control access and negotiate compensation.