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20232025
most citedThe Art of Defending: A Systematic Evaluation and Analysis of LLM Defense Strategies on Safety and Over-Defensiveness

2 citations · 2 across the 1 of their papers we have counts for

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cs.LG2025

Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health

Pavel Dolin, Weizhi Li, Gautam Dasarathy +1

This position paper argues that post-deployment monitoring in clinical AI is underdeveloped and proposes statistically valid and label-efficient testing frameworks as a principled…