Goldsteen, Abigail

1. SoK: Reducing the Vulnerability of Fine-tuned Language Models to Membership Inference Attacks
   2024/03/13 by Guy Amit, Amit, Guy, Abigail Goldsteen +3 · 3 citations
   Computer Science · Medicine · Social Sciences · #Access Control and Trust #Artificial Intelligence in Healthcare and Education #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
2. Reducing Risk of Model Inversion Using Privacy-Guided Training
   2020/06/29 by Abigail Goldsteen, Goldsteen, Abigail, Gilad Ezov +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.6 #K.6.5 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
3. Improved Membership Inference Attacks Against Language Classification Models
   2023/10/11 by Shlomit Shachor, Natalia Razinkov, Shachor, Shlomit +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
4. Membership Inference Attacks Against Time-Series Models
   2024/07/03 by Noam Koren, Abigail Goldsteen, Koren, Noam +5 · 1 citation
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management