Konstantin Koutsyi
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The paper introduces AI-native asset intelligence, a framework that structures heterogeneous security data into a consistent, contextual layer for proactive, stable, and accurate asset-level risk prioritization.
The paper introduces the Cross-Vendor Sola ISPM Benchmark, demonstrating that while frontier LLMs have strong latent security reasoning, reliable cross-vendor identity analysis is critically dependent on providing explicit relational context.
Papers
Cross-Vendor Sola ISPM Benchmark: Evaluating Agentic AI for Federated Identity Security Reasoning
Eden Yavin, Gal Engelberg, Konstantin Koutsyi, Leon Goldberg +1 more
The paper introduces the Cross-Vendor Sola ISPM Benchmark, demonstrating that while frontier LLMs have strong latent security reasoning, reliable cross-vendor identity analysis is critically dependent…