Author

V. Shwartz

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#artificial intelligence Preprint Sep 2026

A Benchmark&Dataset for Detecting AI-Manipulated Visual Evidence in the Court System

Photographic evidence is becoming increasingly vulnerable to forms of alteration and fabrication that existing legal and technical workflows are not well equipped to evaluate. Surveillance frames, dashcam stills, and phone photographs may be used to establish presence, sequence, causation, damage, or identity, yet cont...

Kelly McConvey, Sajad Ebrahimi, Nima Jamali et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Steering Geometry: Validating Human Value Geometry in LLM Steering Space

As large language models (LLMs) are increasingly deployed in alignment-sensitive contexts, activation steering has emerged as a lightweight, inference-time alternative to fine-tuning methods (e.g., RLHF, DPO) for behavioral control. However, existing work typically validates steering on isolated behaviors, leaving it u...

Mohammad Mahdi Abootorabi, Armin Saghafian, Ali Bazshoushtari et al. · 0 citations