Hualong Ma - RankMe

12 papers A* 5A 2Journal 5

Year	Rank	Type	Title / Venue / Authors
2024	A*	`conf`	AE-Morpher: Improve Physical Robustness of Adversarial Objects against LiDAR-based Detectors via Object Reconstruction. USENIX Security Symposium Shenchen Zhu, Yue Zhao, Kai Chen, Bo Wang, Hualong Ma, Cheng'an Wei
2024	A*	`conf`	DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models. AAAI Jiachen Zhou, Peizhuo Lv, Yibing Lan, Guozhu Meng, Kai Chen, Hualong Ma
2024	A	`conf`	KGDist: A Prompt-Based Distillation Attack against LMs Augmented with Knowledge Graphs. RAID Hualong Ma, Peizhuo Lv, Kai Chen, Jiachen Zhou
2024	A*	`conf`	MEA-Defender: A Robust Watermark against Model Extraction Attack. SP Peizhuo Lv, Hualong Ma, Kai Chen, Jiachen Zhou, Shengzhi Zhang, Ruigang Liang, Shenchen Zhu, Pan Li, Yingjun Zhang
2024	J	`jnl`	MEA-Defender: A Robust Watermark against Model Extraction Attack. CoRR Peizhuo Lv, Hualong Ma, Kai Chen, Jiachen Zhou, Shengzhi Zhang, Ruigang Liang, Shenchen Zhu, Pan Li, Yingjun Zhang
2024	A*	`conf`	SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-Supervised Learning. NDSS Peizhuo Lv, Pan Li, Shenchen Zhu, Shengzhi Zhang, Kai Chen, Ruigang Liang, Chang Yue, Fan Xiang, Yuling Cai, Hualong Ma, Yingjun Zhang, Guozhu Meng
2023	A*	`conf`	A Data-free Backdoor Injection Approach in Neural Networks. USENIX Security Symposium Peizhuo Lv, Chang Yue, Ruigang Liang, Yunfei Yang, Shengzhi Zhang, Hualong Ma, Kai Chen
2023	J	`jnl`	A Robustness-Assured White-Box Watermark in Neural Networks. IEEE Trans. Dependable Secur. Comput. Peizhuo Lv, Pan Li, Shengzhi Zhang, Kai Chen, Ruigang Liang, Hualong Ma, Yue Zhao, Yingjiu Li
2023	A	`conf`	DBIA: Data-Free Backdoor Attack Against Transformer Networks. ICME Peizhuo Lv, Hualong Ma, Jiachen Zhou, Ruigang Liang, Kai Chen, Shengzhi Zhang, Yunfei Yang
2023	J	`jnl`	DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models. CoRR Jiachen Zhou, Peizhuo Lv, Yibing Lan, Guozhu Meng, Kai Chen, Hualong Ma
2022	J	`jnl`	SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning. CoRR Peizhuo Lv, Pan Li, Shenchen Zhu, Shengzhi Zhang, Kai Chen, Ruigang Liang, Chang Yue, Fan Xiang, Yuling Cai, Hualong Ma, Yingjun Zhang, Guozhu Meng
2021	J	`jnl`	DBIA: Data-free Backdoor Injection Attack against Transformer Networks. CoRR Peizhuo Lv, Hualong Ma, Jiachen Zhou, Ruigang Liang, Kai Chen, Shengzhi Zhang, Yunfei Yang