Hua Ma - Publications, H-index & Citations

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Hua Ma

csiro

10H-index

29Paper Count

448Citation Count

Published Papers 8

Publication Date

Unfairness Attack and Unified Provable Defense on AI-Powered Internet of Energy

IEEE Transactions on Information Forensics and Security

IF8

2026-01-01

PREAI

Hua Ma; Ruoxi Sun; Xin Yuan; Minhui Xue; Yansong Gao; Surya Nepal; Xingliang Yuan; Carsten Rudolph; Ling Liu

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Towards robustness evaluation of backdoor defense on quantized deep learning models

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

PREAI

Zhu, Yifan; Peng, Huaibing; Fu, Anmin; Yang, Wei; Ma, Hua; Al-Sarawi, Said F.; Abbott, Derek; Gao, Yansong

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Quantization Backdoors to Deep Learning Commercial Frameworks

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

IF7.5

2024-05-01

OAAI

Ma, Hua; Qiu, Huming; Gao, Yansong; Zhang, Zhi; Abuadbba, Alsharif; Xue, Minhui; Fu, Anmin; Zhang, Jiliang; Al-Sarawi, Said F.; Abbott, Derek

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NTD: Non-Transferability Enabled Deep Learning Backdoor Detection

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2024-01-01

PREAI

Li, Yinshan; Ma, Hua; Zhang, Zhi; Gao, Yansong; Abuadbba, Alsharif; Xue, Minhui; Fu, Anmin; Zheng, Yifeng; Al-Sarawi, Said F.; Abbott, Derek

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Toward a Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2024-01-01

PREAI

Qiu, Huming; Ma, Hua; Zhang, Zhi; Abuadbba, Alsharif; Kang, Wei; Fu, Anmin; Gao, Yansong

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On Model Outsourcing Adaptive Attacks to Deep Learning Backdoor Defenses

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2024-01-01

PREAI

Peng, Huaibing; Qiu, Huming; Ma, Hua; Wang, Shuo; Fu, Anmin; Al-Sarawi, Said F.; Abbott, Derek; Gao, Yansong

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MUD-PQFed: Towards Malicious User Detection on model corruption in Privacy-preserving Quantized Federated learning

COMPUTERS & SECURITY

IF5.4

2023-10-01

PREAI

Ma, Hua; Li, Qun; Zheng, Yifeng; Zhang, Zhi; Liu, Xiaoning; Gao, Yansong; Al-Sarawi, Said F.; Abbott, Derek

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PUF Sensor: Exploiting PUF Unreliability for Secure Wireless Sensing

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

IF5.2

2017-09-01

PREAI

Gao, Yansong; Ma, Hua; Abbott, Derek; Al-Sarawi, Said F.

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Research Directions