Tagged "on-device-ai-security"

4 articles tagged on-device-ai-security, 28 February 2026 to 18 April 2026. Newest first.

• Exposed LLM Infrastructure: How Attackers Find and Exploit Misconfigured AI Deployments 18 April 2026

  Security Boulevard reports on vulnerabilities in local and self-hosted LLM deployments, detailing how misconfigurations create attack surfaces. Essential reading for securing on-device AI infrastructure against common threats.

• On-Device AI Inference Emerges as New Security Blind Spot for CISOs 13 April 2026

  Security research identifies critical gaps in organizational understanding of on-device AI inference risks and safeguards. This analysis highlights essential security considerations for enterprises deploying local language models.

• METATRON: Open-Source AI Penetration Testing with Local LLMs 6 April 2026

  METATRON, a new open-source security tool, brings local LLM-powered penetration testing and vulnerability analysis to Linux systems. The tool enables security researchers to run AI-assisted security analysis entirely on-device without cloud dependencies.

• We Audited the Security of 7 Open-Source AI Agents – Here Is What We Found 28 February 2026

  A comprehensive security audit of popular open-source AI agents reveals vulnerabilities and best practices for securing locally-deployed agentic systems, critical for production deployments.