Mohammad Yaghini

1. Dataset Inference: Ownership Resolution in Machine Learning
   2021/04/21 by Pratyush Maini, Mohammad Yaghini, Maini, Pratyush +3 · 25 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
2. On the Privacy Risk of In-context Learning
   2023/07/14 by Haonan Duan, Duan, Haonan, Adam Dziedzic +7 · 12 citations
   Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
3. Proof-of-Learning is Currently More Broken Than You Think
   2022/08/06 by Congyu Fang, Fang, Congyu, Hengrui Jia +13 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Physical Unclonable Functions (PUFs) and Hardware Security
4. Learning with Impartiality to Walk on the Pareto Frontier of Fairness, Privacy, and Utility
   2023/02/17 by Mohammad Yaghini, Patty Liu, Yaghini, Mohammad +5 · 1 citation
   Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
5. p-DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations
   2022/07/25 by Adam Dziedzic, Dziedzic, Adam, Stephan Rabanser +9 · 1 citation
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cardiac Arrest and Resuscitation