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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Ads Dawson

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2 papers indexed here

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Preprint Jul 2026

StealthBench: Measuring Operational Stealth in Autonomous Offensive-Security Agents

Stealth, the discipline of achieving an objective without revealing your presence, capabilities, or collected intelligence, is what separates sophisticated operators from detectable ones. Elite security researchers and advanced persistent threats achieve their objectives unnoticed; autonomous agents increasingly inheri...

Ads Dawson, A. Wood · 0 citations
Review Jul 2026

Every Model Cheats: Prompt-Level Mitigation of Cheating on Offensive Cyber Tasks

The "solve rate"metric (clean passes only) is introduced to distinguish genuine capability from cheated outcomes, and it is argued it should be standard practice in any evaluation where cheating vectors are available.

Michael Kouremetis, Ads Dawson, Raja Sekhar Rao Dheekonda et al. · 2 citations

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