AI Security
Zero-day risk in third-party AI model dependencies
Malicious Hugging Face models, a trojanized Ultralytics PyPI release, and a torch.load bypass show AI model dependencies now carry real zero-day risk.
Jun 5, 20266 min read
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Sonatype Guide: Securing Agentic AI Development
Sonatype's new guide reframes AI dependency risk, but its scanner-based model can't govern agents that install packages and call MCP tools on their own. Here's the gap and how to close it.
Jun 5, 20269 min read
AI Security
Mapping AI-generated code risks to the CWE Top 25
45% of AI-generated code fails security tests. Here's how CWE Top 25 weaknesses like XSS, SQLi, and broken auth map to specific LLM coding habits.
Jun 5, 20267 min read
AI Security
AI & LLM Governance for Software Development
Sonatype flags bad packages after the fact. Here's what AI governance for software development requires, and how Safeguard tracks models and output together.
Jun 4, 20268 min read
AI Security
Shadow AI: Finding and Governing the Tools Your Employees Already Use
Most of your organization is already using AI you never approved. Here is how to discover it, govern it, and offer sanctioned alternatives before it becomes a breach.
Jun 3, 20267 min read
AI Security
What Are AI Bills of Materials (AIBOMs)
What is an AI Bill of Materials (AIBOM), why do SBOM tools like Sonatype fall short on AI components, and how do teams build one in 2025.
Jun 3, 20268 min read
AI Security
Local LLM Deployment: Enterprise Risks
Running LLMs on local hardware eliminates some risks and introduces others. A clear-eyed look at the enterprise risk profile of on-premise and on-device model deployments.
Jun 2, 20267 min read
AI Security
Agentic AI Security: Access Control Is the Whole Ballgame
Gartner expects most successful attacks on AI agents through 2029 to exploit access control, with prompt injection as the delivery mechanism. Here is why that single failure mode dominates agentic AI security, and what actually moves the needle.
Jun 2, 20267 min read
AI Security
Claude Code Security: A Practical Guide for Teams Adopting AI Coding Agents
Claude Code can read your repo, run commands, and edit files — which is exactly why it needs the same security engineering as any privileged developer tool. Here's a practical hardening guide.
Jun 2, 20265 min read
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