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NhatHai Phan

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Model Transferring Attacks to Backdoor HyperNetwork in Personalized Federated Learning

Jan 19, 2022
Phung Lai, NhatHai Phan, Abdallah Khreishah, Issa Khalil, Xintao Wu

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FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps

Nov 21, 2021
Han Hu, Xiaopeng Jiang, Vijaya Datta Mayyuri, An Chen, Devu M. Shila, Adriaan Larmuseau, Ruoming Jin, Cristian Borcea, NhatHai Phan

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FLSys: Toward an Open Ecosystem for FederatedLearning Mobile Apps

Nov 17, 2021
Han Hu, Xiaopeng Jiang, Vijaya Datta Mayyuri, An Chen, Devu M. Shila, Adriaan Larmuseau, Ruoming Jin, Cristian Borcea, NhatHai Phan

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Continual Learning with Differential Privacy

Oct 11, 2021
Pradnya Desai, Phung Lai, NhatHai Phan, My T. Thai

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

Sep 03, 2021
Guanxiong Liu, Issa Khalil, Abdallah Khreishah, NhatHai Phan

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Ontology-based Interpretable Machine Learning for Textual Data

Apr 01, 2020
Phung Lai, NhatHai Phan, Han Hu, Anuja Badeti, David Newman, Dejing Dou

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Evaluating Explainers via Perturbation

Jun 05, 2019
Minh N. Vu, Truc D. Nguyen, NhatHai Phan, Ralucca Gera, My T. Thai

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Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness

Jun 02, 2019
NhatHai Phan, Minh Vu, Yang Liu, Ruoming Jin, Dejing Dou, Xintao Wu, My T. Thai

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Preserving Differential Privacy in Convolutional Deep Belief Networks

Apr 23, 2018
NhatHai Phan, Xintao Wu, Dejing Dou

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Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning

Apr 23, 2018
NhatHai Phan, Xintao Wu, Han Hu, Dejing Dou

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