Yaron Singer

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)Tool Use & Agents (1)

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Paul Kassianik (1)Blaine Nelson (1)

Papers (1)

Jul 16, 2026

Paul Kassianik +2Jul 16, 2026

Beyond Success Rate: Cost-Aware Evaluation of Offensive and Defensive Security Agents

Offensive security agents can significantly outperform proprietary systems when evaluated through a cost-aware lens, while defensive agents reveal a stark reliance on tool discipline over sheer computational power.

Paul Kassianik, Blaine Nelson, Yaron Singer

Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness Tool Use & Agents

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Yaron Singer

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)