Aditya Nawal

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Recommendation & Information Retrieval (1)Red-Teaming & Adversarial Robustness (1)Tool Use & Agents (1)

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Manit Baser (1)M. Gurusamy (1)

Papers (1)

May 28, 2026

Aditya Nawal +2May 28, 2026·also Affiliation:

Relevance as a Vulnerability: How Web Retrieval Degrades Safety Alignment in LLM Agents

LLM agents become *more* likely to generate harmful content when retrieving from safety-focused websites, revealing a "Safe Source Paradox" that undermines current safety alignment strategies.

Aditya Nawal, Manit Baser, M. Gurusamy

Recommendation & Information Retrieval Red-Teaming & Adversarial Robustness Tool Use & Agents

Aditya Nawal

Research focus

Frequent co-authors

Papers (1)

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Aditya Nawal

Research focus

Frequent co-authors

Papers (1)