# JFrog adds workstation detection and BYOK scanning to AI security

> The company says the additions cover AI assets on developer devices and scanning with customers’ own language-model accounts.

- Canonical URL: https://newsverum.com/en/news/jfrog-adds-endpoint-shadow-ai-detection-and-byok-scanning-2026
- Publisher: Newsverum
- Section: Technology
- Country: United States
- Published: 2026-10-21T11:11:48+00:00
- Updated: 2026-10-21T11:11:48+00:00
- Event / data period: 2026-10-21
- Other editions: [Türkçe](https://newsverum.com/tr/news/jfrog-adds-endpoint-shadow-ai-detection-and-byok-scanning-2026.md), [العربية](https://newsverum.com/ar/news/jfrog-adds-endpoint-shadow-ai-detection-and-byok-scanning-2026.md), [Français](https://newsverum.com/fr/news/jfrog-adds-endpoint-shadow-ai-detection-and-byok-scanning-2026.md), [Español](https://newsverum.com/es/news/jfrog-adds-endpoint-shadow-ai-detection-and-byok-scanning-2026.md), [Deutsch](https://newsverum.com/de/news/jfrog-adds-endpoint-shadow-ai-detection-and-byok-scanning-2026.md), [Português](https://newsverum.com/pt/news/jfrog-adds-endpoint-shadow-ai-detection-and-byok-scanning-2026.md)

JFrog announced on 21 October that its AI Security product will add Local Shadow AI Detection for developer workstations and AI Asset Scanning with bring-your-own-key (BYOK). The endpoint feature is designed to identify assets such as agent skills, plugins and MCP servers installed on developers’ machines.

JFrog says deterministic scans run locally, with metadata and risk assessments sent to its platform. Its BYOK scanning sends prompts and assets directly to a customer’s model endpoint; the company said the new capabilities were available to Unified Security and Ultimate Security customers.

## Data

### JFrog announces AI Security additions

Methodology: Based on the source announcement; no outcomes beyond those stated by the source are asserted.

| date | label | description | status |
|---|---|---|---|
| 2026-10-21 | JFrog announces AI Security additions | The company says the additions cover AI assets on developer devices and scanning with customers’ own language-model accounts. | occurred |

Sources: <https://markets.financialcontent.com/stocks/article/bizwire-2026-10-21-jfrog-closes-the-shadow-ai-blind-spot-unveils-ai-sec-to-control-every-ai-agent-skill-and-model-from-developer-to-production> · Download data: [JSON](https://newsverum.com/api/v1/articles/jfrog-adds-endpoint-shadow-ai-detection-and-byok-scanning-2026/data/announcement?lang=en&format=json) · [CSV](https://newsverum.com/api/v1/articles/jfrog-adds-endpoint-shadow-ai-detection-and-byok-scanning-2026/data/announcement?lang=en&format=csv)

## Sources

- [JFrog Ltd.](<https://markets.financialcontent.com/stocks/article/bizwire-2026-10-21-jfrog-closes-the-shadow-ai-blind-spot-unveils-ai-sec-to-control-every-ai-agent-skill-and-model-from-developer-to-production>) (Source checked: 2026-10-21; Published: 2026-10-21)

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