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Uncovering Gradient Inversion Risks in Practical Language Model TrainingXinguo Feng, Zhongkui Ma, Zihan Wang, Chegne Eu Joe, Mengyao Ma, Alsharif Abuadbba, Guangdong Bai.
ACM CCS 2024 -
Unveiling Intellectual Property Vulnerabilities of GAN-Based Distributed Machine Learning through Model Extraction AttacksMengyao Ma, Shuofeng Liu, Pathum Chamikara Mahawaga Arachchige, Mohan Baruwal Chhetri, Guangdong Bai.
CIKM 2024 -
LoDen: Making Every Client in Federated Learning a Defender Against the Poisoning Membership Inference AttacksMengyao Ma, Yanjun Zhang, Leo Yu Zhang, Pathum Chamikara Mahawaga Arachchige, Mohan Baruwal Chhetri, Guangdong Bai.
ASIACCS 2023