Author

Gabriel Kulp

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#artificial intelligence Preprint Aug 2026

Workload Identification with Physical Side Channels for AI Governance

It is shown that an external observer can identify the class of the workload running on an NVIDIA H200 from its power draw, and adversarial traces are recorded, offering initial insights beyond genuine activities and a dataset for developing and testing stronger evasion mechanisms.

Simone Gargiulo, Gabriel Kulp · 0 citations

Preprint Aug 2026

Privacy-Preserving AI Verification via Minimal Information Disclosure

This work introduces minimal information disclosure (MID), which designs and quantifies the information content of verifier-facing evidence itself and measures collateral leakage with conditional mutual information.

S. Abdelghafar, Gabriel Kulp · 0 citations