2 papers
cs.LG2026
Frequency-Aware Model Parameter Explorer: A new attribution method for improving explainability
Ali Yavari, Alireza Mohamadi, Elham Beydaghi +2
State-of-the-art attribution methods rely on adversarial sample generation that applies an all-pass filter across the frequency spectrum, discarding fine-grained high-frequency inf…
cs.CY2025
Survival at Any Cost? LLMs and the Choice Between Self-Preservation and Human Harm
Alireza Mohamadi, Ali Yavari
When survival instincts conflict with human welfare, how do Large Language Models (LLMs) make ethical choices? This fundamental tension becomes critical as LLMs integrate into auto…