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Hua Ma

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CIT-EmotionNet: CNN Interactive Transformer Network for EEG Emotion Recognition

May 07, 2023
Wei Lu, Hua Ma, Tien-Ping Tan

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Vertical Federated Learning: Taxonomies, Threats, and Prospects

Feb 03, 2023
Qun Li, Chandra Thapa, Lawrence Ong, Yifeng Zheng, Hua Ma, Seyit A. Camtepe, Anmin Fu, Yansong Gao

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MACAB: Model-Agnostic Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World

Sep 06, 2022
Hua Ma, Yinshan Li, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said F. Al-Sarawi, Nepal Surya, Derek Abbott

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Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures

Apr 13, 2022
Huming Qiu, Hua Ma, Zhi Zhang, Alsharif Abuadbba, Wei Kang, Anmin Fu, Yansong Gao

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Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World

Jan 21, 2022
Hua Ma, Yinshan Li, Yansong Gao, Alsharif Abuadbba, Zhi Zhang, Anmin Fu, Hyoungshick Kim, Said F. Al-Sarawi, Nepal Surya, Derek Abbott

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NTD: Non-Transferability Enabled Backdoor Detection

Nov 22, 2021
Yinshan Li, Hua Ma, Zhi Zhang, Yansong Gao, Alsharif Abuadbba, Anmin Fu, Yifeng Zheng, Said F. Al-Sarawi, Derek Abbott

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Quantization Backdoors to Deep Learning Models

Aug 20, 2021
Hua Ma, Huming Qiu, Yansong Gao, Zhi Zhang, Alsharif Abuadbba, Anmin Fu, Said Al-Sarawi, Derek Abbott

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RBNN: Memory-Efficient Reconfigurable Deep Binary Neural Network with IP Protection for Internet of Things

May 11, 2021
Huming Qiu, Hua Ma, Zhi Zhang, Yifeng Zheng, Anmin Fu, Pan Zhou, Yansong Gao, Derek Abbott, Said F. Al-Sarawi

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Dynamic Coronary Roadmapping via Catheter Tip Tracking in X-ray Fluoroscopy with Deep Learning Based Bayesian Filtering

Jan 11, 2020
Hua Ma, Ihor Smal, Joost Daemen, Theo van Walsum

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