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JFrog Closes the Shadow AI Blind Spot: Unveils AI-SEC to Control Every AI Agent, Skill, and Model, from Developer to Production

$FROGPress releaseOct 21, 2026, 3:00 AM ETRead the release

JFrog unveiled new AI Security capabilities at swampUP Europe, including Local Shadow AI Detection that extends AI asset visibility to developer workstations and AI Asset Scanning with Bring Your Own LLM Key. The BYOK scanning lets customers vet AI skills, coding agent plugins, and APM packages using their own private LLM accounts, supporting Anthropic Opus 4.8, OpenAI GPT 5.6 Sol, and Google Gemini 3.1 Pro at launch. JFrog cites its 2026 research identifying 969 malicious AI agent skills and 495 malicious AI models on Hugging Face as the threat backdrop.

Key figures

Customer organizations
approximately 6,600
Malicious ai models hugging face
495
Malicious ai agent skills identified
969

AI analysis

The rest of the AI analysis, red flags and sentiment are part of Signal8 Pro.

AI-generated analysis of a public disclosure. Not investment advice; verify against the original document.

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