Ali Shahin Shamsabadi

1. When the Curious Abandon Honesty: Federated Learning Is Not Private
   2021/12/06 by Franziska Boenisch, Adam Dziedzic, Boenisch, Franziska +9 · 13 citations
   Computer Science · Medicine · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education
2. Differentially Private Speaker Anonymization
   2022/02/23 by Ali Shahin Shamsabadi, Shamsabadi, Ali Shahin, Brij Mohan Lal Srivastava +13 · 7 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
3. Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey
   2023/09/27 by Victoria Smith, Ali Shahin Shamsabadi, Smith, Victoria +5 · 9 citations
   Computer Science · #Topic Modeling
4. GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation
   2022/03/02 by Sina Sajadmanesh, Ali Shahin Shamsabadi, Sajadmanesh, Sina +5 · 4 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
5. QUOTIENT: Two-Party Secure Neural Network Training and Prediction
   2019/07/08 by Nitin Agrawal, Ali Shahin Shamsabadi, Agrawal, Nitin +5 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
6. Secure and Confidential Certificates of Online Fairness
   2024/09/17 by Olive Franzese, Franzese, Olive, Ali Shahin Shamsabadi +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Computers and Society (cs.CY) #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data