Shagufta Mehnaz

1. FLShield: A Validation Based Federated Learning Framework to Defend Against Poisoning Attacks
   2023/08/10 by Ehsanul Kabir, Zeyu Song, Kabir, Ehsanul +5 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
2. Second-Order Information Matters: Revisiting Machine Unlearning for Large Language Models
   2024/03/13 by Kang Gu, Md Rafi Ur Rashid, Gu, Kang +5 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage
   2024/08/30 by Md Rafi Ur Rashid, Rashid, Md Rafi Ur, Jing Liu +7 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
4. Black-box Model Inversion Attribute Inference Attacks on Classification Models
   2020/12/07 by Shagufta Mehnaz, Mehnaz, Shagufta, Ninghui Li +3 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data