Author

Khawaja Abaid Ullah

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Preprint Aug 2026

How Do Large Language Models Judge Social Attraction? Evidence from Theory-Grounded Persona Ratings Across Multiple LLMs and Humans

Large language models (LLMs) are increasingly used to perform subjective evaluations traditionally made by humans, yet their validity as social judges remains unclear. This paper examines whether LLMs can assess social attraction from theory-grounded persona profiles constructed from ten psychological and relational co...

Hasan Mahmud, Khawaja Abaid Ullah, M. J. Khojasteh et al. · 0 citations

Preprint Jul 2026

ADS-C: Antidistillation Sampling for Classification

Knowledge distillation enables an adversary to replicate a proprietary classifier by querying its prediction interface and training a surrogate on the returned probability vectors. Antidistillation sampling, proposed for large language models, counters this threat with an input-dependent, gradient-directed perturbation...

Khawaja Abaid Ullah, M. J. Khojasteh · 0 citations