Backdoor Attacks and Defenses for Deep Neural Networks in Outsourced Cloud Environments. - Yanjiao Chen; Xueluan Gong; Qian Wang 002; Xing Di; Huayang Huang (IEEE Netw., 2020)

Defense-Resistant Backdoor Attacks Against Deep Neural Networks in Outsourced Cloud Environment. - Xueluan Gong; Yanjiao Chen; Qian Wang 002; Huayang Huang; Lingshuo Meng; Chao Shen 001; Qian Zhang 001 (IEEE J. Sel. Areas Commun., 2021)

Coordinated Backdoor Attacks against Federated Learning with Model-Dependent Triggers. - Xueluan Gong; Yanjiao Chen; Huayang Huang; Yuqing Liao; Shuai Wang; Qian Wang 002 (IEEE Netw., 2022)

Orion: Online Backdoor Sample Detection via Evolution Deviance. - Huayang Huang; Qian Wang 002; Xueluan Gong; Tao Wang 081 (IJCAI, 2023)

Redeem Myself: Purifying Backdoors in Deep Learning Models using Self Attention Distillation. - Xueluan Gong; Yanjiao Chen; Wang Yang; Qian Wang 002; Yuzhe Gu; Huayang Huang; Chao Shen 001 (SP, 2023)

B3: Backdoor Attacks against Black-box Machine Learning Models. - Xueluan Gong; Yanjiao Chen; Wenbin Yang; Huayang Huang; Qian Wang 002 (ACM Trans. Priv. Secur., 2023)

ROBIN: Robust and Invisible Watermarks for Diffusion Models with Adversarial Optimization. - Huayang Huang; Yu Wu; Qian Wang (NeurIPS, 2024)

Hijacking Attacks against Neural Network by Analyzing Training Data. - Yunjie Ge; Qian Wang 002; Huayang Huang; Qi Li 002; Cong Wang 001; Chao Shen 001; Lingchen Zhao; Peipei Jiang 002; Zheng Fang 014; Shenyi Zhang (USENIX Security Symposium, 2024)

Hijacking Attacks against Neural Networks by Analyzing Training Data. - Yunjie Ge; Qian Wang 002; Huayang Huang; Qi Li 002; Cong Wang 001; Chao Shen 001; Lingchen Zhao; Peipei Jiang 002; Zheng Fang 014; Shenyi Zhang (CoRR, 2024)

Rethinking the Intermediate Features in Adversarial Attacks: Misleading Robotic Models via Adversarial Distillation. - Ke Zhao; Huayang Huang; Miao Li; Yu Wu (CoRR, 2024)

The Silent Prompt: Initial Noise as Implicit Guidance for Goal-Driven Image Generation. - Ruoyu Wang 034; Huayang Huang; Ye Zhu; Olga Russakovsky; Yu Wu 011 (CoRR, 2024)

KerbNet: A QoE-Aware Kernel-Based Backdoor Attack Framework. - Xueluan Gong; Yanjiao Chen; Huayang Huang; Weihan Kong; Ziyao Wang; Chao Shen 001; Qian Wang 002 (IEEE Trans. Dependable Secur. Comput., 2024)

Implicit Bias Injection Attacks against Text-to-Image Diffusion Models. - Huayang Huang; Xiangye Jin; Jiaxu Miao; Yu Wu 011 (CVPR, 2025)

Redistribute Ensemble Training for Mitigating Memorization in Diffusion Models. - Xiaoliu Guan; Yu Wu; Huayang Huang; Xiao Liu; Jiaxu Miao; Yi Yang (CoRR, 2025)

Implicit Bias Injection Attacks against Text-to-Image Diffusion Models. - Huayang Huang; Xiangye Jin; Jiaxu Miao; Yu Wu (CoRR, 2025)

BNMusic: Blending Environmental Noises into Personalized Music. - Chi Zuo; Martin Bo Møller; Pablo Martínez-Nuevo; Huayang Huang; Yu Wu 011; Ye Zhu (CoRR, 2025)