Phan, NhatHai

1. Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning
   2017/09/18 by Phan, NhatHai, Wu, Xintao, Hu, Han +1 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Operationalizing a Threat Model for Red-Teaming Large Language Models (LLMs)
   2024/07/20 by Verma, Apurv, Krishna, Satyapriya, Gehrmann, Sebastian +7 · 5 citations
   #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.7
3. Zone-based Federated Learning for Mobile Sensing Data
   2023/03/10 by Jiang, Xiaopeng, On, Thinh, Phan, NhatHai +5 · 3 citations
   #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
4. Continual Learning with Differential Privacy
   2021/10/11 by Desai, Pradnya, Lai, Phung, Phan, NhatHai +1 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. XRand: Differentially Private Defense against Explanation-Guided Attacks
   2022/12/08 by Nguyen, Truc, Lai, Phung, Phan, NhatHai +1 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks
   2022/11/10 by Khang Tran, Tran, Khang, Phung Lai +13 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
7. Watermarking Degrades Alignment in Language Models: Analysis and Mitigation
   2025/06/04 by Apurv Verma, NhatHai Phan, Verma, Apurv +3 · 1 voice · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.2.7 #Machine Learning (cs.LG) #Topic Modeling #cs.CL #cs.CR #cs.LG