NhatHai Phan

NhatHai Phan

New Jersey Institute of Technology

H-index: 18

North America-United States

About NhatHai Phan

NhatHai Phan, With an exceptional h-index of 18 and a recent h-index of 17 (since 2020), a distinguished researcher at New Jersey Institute of Technology, specializes in the field of Privacy and Security, Data Mining, Machine Learning, Social Network, Spatio-Temporal Data Mining.

His recent articles reflect a diverse array of research interests and contributions to the field:

FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps

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

How to Backdoor HyperNetwork in Personalized Federated Learning?

Differential Privacy in HyperNetworks for Personalized Federated Learning

Investigating COVID-19’s Impact on Mental Health: Trend and Thematic Analysis of Reddit Users’ Discourse

FairDP: Certified Fairness with Differential Privacy

Active Membership Inference Attack under Local Differential Privacy in Federated Learning

Zone-based Federated Learning for Mobile Sensing Data

NhatHai Phan Information

University

Position

Assistant Professor

Citations(all)

1444

Citations(since 2020)

1198

Cited By

774

hIndex(all)

18

hIndex(since 2020)

17

i10Index(all)

28

i10Index(since 2020)

20

Email

University Profile Page

Google Scholar

NhatHai Phan Skills & Research Interests

Privacy and Security

Data Mining

Machine Learning

Social Network

Spatio-Temporal Data Mining

Top articles of NhatHai Phan

FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps

IEEE Transactions on Mobile Computing

2022/11/21

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

arXiv preprint arXiv:2308.11754

2023/8/22

How to Backdoor HyperNetwork in Personalized Federated Learning?

2023/10/28

Differential Privacy in HyperNetworks for Personalized Federated Learning

2023/10/21

Nhathai Phan
Nhathai Phan

H-Index: 13

Investigating COVID-19’s Impact on Mental Health: Trend and Thematic Analysis of Reddit Users’ Discourse

Journal of medical Internet research

2023/7/12

FairDP: Certified Fairness with Differential Privacy

arXiv preprint arXiv:2305.16474

2023/5/25

Active Membership Inference Attack under Local Differential Privacy in Federated Learning

arXiv preprint arXiv:2302.12685

2023/2/24

Zone-based Federated Learning for Mobile Sensing Data

2023/3/13

XRand: Differentially Private Defense against Explanation-Guided Attacks

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Folded optimization for end-to-end model-based learning

IJCAI-23

2023/1/28

Un-Fair Trojan: Targeted Backdoor Attacks Against Model Fairness

2022/12/12

Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks

2022/12/17

User-Entity Differential Privacy in Learning Natural Language Models

2022/12/17

Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning

2022/11/28

Distinguishing the effect of time spent at home during covid-19 pandemic on the mental health of urban and suburban college students using cell phone geolocation

International journal of environmental research and public health

2022/6/19

OnML: an ontology-based approach for interpretable machine learning

Journal of Combinatorial Optimization

2022/8

Social and Motivational Factors for the Spread of Physical Activities in a Health Social Network

2021/11/15

Nhathai Phan
Nhathai Phan

H-Index: 13

Dejing Dou
Dejing Dou

H-Index: 21

Continual Learning with Differential Privacy

arXiv preprint arXiv:2110.05223

2021/10/11

Pradnya Desai
Pradnya Desai

H-Index: 1

Nhathai Phan
Nhathai Phan

H-Index: 13

A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples

2021/12/15

Computational Data and Social Networks: 9th International Conference, CSoNet 2020, Dallas, TX, USA, December 11–13, 2020, Proceedings

2021/1/3

Sriram Chellappan
Sriram Chellappan

H-Index: 14

Nhathai Phan
Nhathai Phan

H-Index: 13

See List of Professors in NhatHai Phan University(New Jersey Institute of Technology)

Co-Authors

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