INGA CHERNY
Technical Sketch

INGA
CHERNY

ML Researcher · AI Security

Specializing in AI security, LLM vulnerabilities, and applying machine learning to threat detection. Bridging red and blue team perspectives.

Inga Cherny
LATEST BLOGRead in Blogs
Why AI Vulnerability Scanners Score 68% in the Lab and Fail in Production

Why AI Vulnerability Scanners Score 68% in the Lab and Fail in Production

The gap between lab benchmarks and production reality reveals a fundamental flaw in how we evaluate AI security tools. Same model. Same task. Wildly different results.

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CATO NETWORKS

New Vulnerabilities in NVIDIA NeMo and Meta PyTorch