Avoiding Data Leakage in Synthetic Data Projects
Synthetic data offers vast opportunities for machine learning model training without real-world constraints. Yet, beneath this promise lies the risk of…
Read more →Protect AI, founded in 2022 in Seattle, provides an AI security platform with three components: Guardian for model security scanning, Recon for automated red teaming of AI applications, and Layer for runtime security, alongside open-source tools ModelScan and LLM Guard. Palo Alto Networks acquired Protect AI in 2025, integrating it into the Prisma AIRS platform.
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