🏢 Khoury College of Computer Sciences, Northeastern University
SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents
·2849 words·14 mins·
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Machine Learning
Reinforcement Learning
🏢 Khoury College of Computer Sciences, Northeastern University
SleeperNets: A universal backdoor attack against RL agents, achieving 100% success rate across diverse environments while preserving benign performance.
Private Geometric Median
·1335 words·7 mins·
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AI Theory
Privacy
🏢 Khoury College of Computer Sciences, Northeastern University
This paper introduces new differentially private algorithms to compute the geometric median, achieving improved accuracy by scaling with the effective data diameter instead of a known radius.