Hualong Ma

According to our database, Hualong Ma authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MEA-Defender: A Robust Watermark against Model Extraction Attack.

Peizhuo Lv, Hualong Ma, Kai Chen, Jiachen Zhou, Shengzhi Zhang, Ruigang Liang, Shenchen Zhu, Pan Li, Yingjun Zhang

CoRR, 2024

DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models.

Jiachen Zhou, Peizhuo Lv, Yibing Lan, Guozhu Meng, Kai Chen, Hualong Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Robustness-Assured White-Box Watermark in Neural Networks.

Peizhuo Lv, Pan Li, Shengzhi Zhang, Kai Chen, Ruigang Liang, Hualong Ma, Yue Zhao, Yingjiu Li

IEEE Trans. Dependable Secur. Comput., 2023

A Data-free Backdoor Injection Approach in Neural Networks.

Peizhuo Lv, Chang Yue, Ruigang Liang, Yunfei Yang, Shengzhi Zhang, Hualong Ma, Kai Chen

Proceedings of the 32nd USENIX Security Symposium, 2023

DBIA: Data-Free Backdoor Attack Against Transformer Networks.

Peizhuo Lv, Hualong Ma, Jiachen Zhou, Ruigang Liang, Kai Chen, Shengzhi Zhang, Yunfei Yang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

2022

SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning.

Peizhuo Lv, Pan Li, Shenchen Zhu, Shengzhi Zhang, Kai Chen, Ruigang Liang, Chang Yue, Fan Xiang, Yuling Cai, Hualong Ma, Yingjun Zhang, Guozhu Meng

CoRR, 2022

2021

DBIA: Data-free Backdoor Injection Attack against Transformer Networks.

Peizhuo Lv, Hualong Ma, Jiachen Zhou, Ruigang Liang, Kai Chen, Shengzhi Zhang, Yunfei Yang

CoRR, 2021