Alert button
Picture for NhatHai Phan

NhatHai Phan

Alert button

Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection

Aug 22, 2023
Mahmoud Nazzal, Issa Khalil, Abdallah Khreishah, NhatHai Phan, Yao Ma

Figure 1 for Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection
Figure 2 for Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection
Figure 3 for Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection
Figure 4 for Multi-Instance Adversarial Attack on GNN-Based Malicious Domain Detection
Viaarxiv icon

FairDP: Certified Fairness with Differential Privacy

May 25, 2023
Khang Tran, Ferdinando Fioretto, Issa Khalil, My T. Thai, NhatHai Phan

Figure 1 for FairDP: Certified Fairness with Differential Privacy
Figure 2 for FairDP: Certified Fairness with Differential Privacy
Figure 3 for FairDP: Certified Fairness with Differential Privacy
Figure 4 for FairDP: Certified Fairness with Differential Privacy
Viaarxiv icon

Zone-based Federated Learning for Mobile Sensing Data

Mar 10, 2023
Xiaopeng Jiang, Thinh On, NhatHai Phan, Hessamaldin Mohammadi, Vijaya Datta Mayyuri, An Chen, Ruoming Jin, Cristian Borcea

Figure 1 for Zone-based Federated Learning for Mobile Sensing Data
Figure 2 for Zone-based Federated Learning for Mobile Sensing Data
Figure 3 for Zone-based Federated Learning for Mobile Sensing Data
Figure 4 for Zone-based Federated Learning for Mobile Sensing Data
Viaarxiv icon

Active Membership Inference Attack under Local Differential Privacy in Federated Learning

Feb 24, 2023
Truc Nguyen, Phung Lai, Khang Tran, NhatHai Phan, My T. Thai

Figure 1 for Active Membership Inference Attack under Local Differential Privacy in Federated Learning
Figure 2 for Active Membership Inference Attack under Local Differential Privacy in Federated Learning
Figure 3 for Active Membership Inference Attack under Local Differential Privacy in Federated Learning
Figure 4 for Active Membership Inference Attack under Local Differential Privacy in Federated Learning
Viaarxiv icon

XRand: Differentially Private Defense against Explanation-Guided Attacks

Dec 14, 2022
Truc Nguyen, Phung Lai, NhatHai Phan, My T. Thai

Figure 1 for XRand: Differentially Private Defense against Explanation-Guided Attacks
Figure 2 for XRand: Differentially Private Defense against Explanation-Guided Attacks
Figure 3 for XRand: Differentially Private Defense against Explanation-Guided Attacks
Figure 4 for XRand: Differentially Private Defense against Explanation-Guided Attacks
Viaarxiv icon

Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks

Nov 10, 2022
Khang Tran, Phung Lai, NhatHai Phan, Issa Khalil, Yao Ma, Abdallah Khreishah, My Thai, Xintao Wu

Figure 1 for Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks
Figure 2 for Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks
Figure 3 for Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks
Figure 4 for Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks
Viaarxiv icon

User-Entity Differential Privacy in Learning Natural Language Models

Nov 09, 2022
Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios

Figure 1 for User-Entity Differential Privacy in Learning Natural Language Models
Figure 2 for User-Entity Differential Privacy in Learning Natural Language Models
Figure 3 for User-Entity Differential Privacy in Learning Natural Language Models
Figure 4 for User-Entity Differential Privacy in Learning Natural Language Models
Viaarxiv icon

Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning

Jul 26, 2022
Phung Lai, Han Hu, NhatHai Phan, Ruoming Jin, My T. Thai, An M. Chen

Figure 1 for Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning
Figure 2 for Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning
Figure 3 for Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning
Figure 4 for Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning
Viaarxiv icon