Author

Momin Abbas

2 papers indexed here

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#artificial intelligence Preprint Sep 2026

BLINDSPOT: A Benchmark for Safety and Refusal Calibration in Long-Horizon Tool-Using Agents

Preliminary results reveal substantial differences in safety-utility calibration across models and show that failures can emerge only after several initially safe interaction steps, motivating treating agent safety as a trajectory-level property rather than a single-turn or binary success criterion.

Sadia Asif, Mohammad Mohammadi Amiri, Momin Abbas et al. · 0 citations

#artificial intelligence Preprint Sep 2026

An Efficient and Modular Framework for Targeted Harm Mitigation in LLMS

A modular correction framework that augments pretrained LLMs with Activated LoRA (aLoRA) adapters and a context-aware routing mechanism to eliminate harms from misaligned model responses is proposed, offering a lightweight and efficient path toward safer and more controllable LLM deployments.

Robert C. Campbell, Momin Abbas, Muneeza Azmat et al. · 0 citations