An STDP-Based Supervised Learning Algorithm for Spiking Neural Networks. - Zhanhao Hu; Tao Wang 003; Xiaolin Hu 001 (ICONIP (2), 2017)

Adversarial Texture for Fooling Person Detectors in the Physical World. - Zhanhao Hu; Siyuan Huang; Xiaopei Zhu; Fuchun Sun 001; Bo Zhang 010; Xiaolin Hu 001 (CVPR, 2022)

Infrared Invisible Clothing: Hiding from Infrared Detectors at Multiple Angles in Real World. - Xiaopei Zhu; Zhanhao Hu; Siyuan Huang; Jianmin Li 001; Xiaolin Hu 001 (CVPR, 2022)

Amplification trojan network: Attack deep neural networks by amplifying their inherent weakness. - Zhanhao Hu; Jun Zhu 001; Bo Zhang 010; Xiaolin Hu 001 (Neurocomputing, 2022)

Physically Realizable Natural-Looking Clothing Textures Evade Person Detectors via 3D Modeling. - Zhanhao Hu; Wenda Chu; Xiaopei Zhu; Hui Zhang; Bo Zhang 010; Xiaolin Hu 001 (CVPR, 2023)

Driving into Danger: Adversarial Patch Attack on End-to-End Autonomous Driving Systems Using Deep Learning. - Tong Wang 042; Xiaohui Kuang; Hu Li; Qianjin Du; Zhanhao Hu; Huan Deng; Gang Zhao (ISCC, 2023)

Hiding from infrared detectors in real world with adversarial clothes. - Xiaopei Zhu; Zhanhao Hu; Siyuan Huang; Jianmin Li 001; Xiaolin Hu 001; Zheyao Wang (Appl. Intell., 2023)

Language-Driven Anchors for Zero-Shot Adversarial Robustness. - Xiao Li 028; Wei Zhang; Yining Liu; Zhanhao Hu; Bo Zhang 010; Xiaolin Hu 001 (CVPR, 2024)

Infrared Adversarial Car Stickers. - Xiaopei Zhu; Yuqiu Liu; Zhanhao Hu; Jianmin Li 001; Xiaolin Hu 001 (CVPR, 2024)

Full-Distance Evasion of Pedestrian Detectors in the Physical World. - Zhi Cheng; Zhanhao Hu; Yuqiu Liu; Jianmin Li 001; Hang Su 006; Xiaolin Hu 001 (NeurIPS, 2024)

Toxicity Detection for Free. - Zhanhao Hu; Julien Piet; Geng Zhao; Jiantao Jiao; David A. Wagner 001 (NeurIPS, 2024)

Perfect Gradient Inversion in Federated Learning: A New Paradigm from the Hidden Subset Sum Problem. - Qiongxiu Li; Lixia Luo; Agnese Gini; Changlong Ji; Zhanhao Hu; Xiao Li 028; Chengfang Fang; Jie Shi; Xiaolin Hu 001 (CoRR, 2024)

On the Privacy Effect of Data Enhancement via the Lens of Memorization. - Xiao Li 028; Qiongxiu Li; Zhanhao Hu; Xiaolin Hu 001 (IEEE Trans. Inf. Forensics Secur., 2024)

PromptShield: Deployable Detection for Prompt Injection Attacks. - Dennis Jacob; Hend Alzahrani; Zhanhao Hu; Basel Alomair; David A. Wagner 001 (CODASPY, 2025)

JailbreaksOverTime: Detecting Jailbreak Attacks Under Distribution Shift. - Julien Piet; Xiao Huang; Dennis Jacob; Annabella Chow; Maha Alrashed; Geng Zhao; Zhanhao Hu; Chawin Sitawarin; Basel Alomair; David A. Wagner 001 (CoRR, 2025)

JULI: Jailbreak Large Language Models by Self-Introspection. - Jesson Wang; Zhanhao Hu; David A. Wagner 001 (CoRR, 2025)