Samar Ansari
2 indexed papers
Recent (6 mo)
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226
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Crypto×2Society×1Vision×1
Research Timeline
2026
PrivHAR-Bench: A Graduated Privacy Benchmark Dataset for Video-Based Action Recognition
The paper introduces PrivHAR-Bench, a multi-tier benchmark dataset that standardizes the evaluation of the privacy-utility trade-off in video-based action recognition by applying a graduated spectrum of privacy transformations.
Hardware-Level Governance of AI Compute: A Feasibility Taxonomy for Regulatory Compliance and Treaty Verification
The paper proposes a taxonomy of 20 hardware-level governance mechanisms for AI compute, finding that the most critical mechanisms needed for international treaty verification are currently the least technically mature.
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Papers
cs.CRcs.CYRecentApr 6, 2026
Hardware-Level Governance of AI Compute: A Feasibility Taxonomy for Regulatory Compliance and Treaty Verification
The paper proposes a taxonomy of 20 hardware-level governance mechanisms for AI compute, finding that the most critical mechanisms needed for international treaty verification are currently the least…
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cs.CVcs.CRRecentApr 1, 2026