Schuster, Roei

1. Transformer Feed-Forward Layers Are Key-Value Memories
   2020/12/29 by Mor Geva, Geva, Mor, Roei Schuster +5 · 1 voice · 184 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
2. You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion
   2020/07/05 by Roei Schuster, Congzheng Song, Schuster, Roei +5 · 18 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Software Engineering Research
3. When the Curious Abandon Honesty: Federated Learning Is Not Private
   2021/12/06 by Franziska Boenisch, Adam Dziedzic, Boenisch, Franziska +9 · 14 citations
   Computer Science · Medicine · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education
4. Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents
   2024/06/09 by Avital Shafran, Roei Schuster, Shafran, Avital +3 · 22 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Domain Adaptation and Few-Shot Learning
5. The Limitations of Stylometry for Detecting Machine-Generated Fake News
   2019/08/26 by Schuster, Tal, Schuster, Roei, Shah, Darsh J +1 · 6 citations
   #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
6. Understanding Transformer Memorization Recall Through Idioms
   2022/10/07 by Haviv, Adi, Cohen, Ido, Gidron, Jacob +3 · 7 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. Reconstructing Individual Data Points in Federated Learning Hardened with Differential Privacy and Secure Aggregation
   2023/01/09 by Boenisch, Franziska, Dziedzic, Adam, Schuster, Roei +3 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Rerouting LLM Routers
   2025/01/03 by Shafran, Avital, Schuster, Roei, Ristenpart, Thomas +1 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)