Zhengyu Zhao

1. Composite Backdoor Attacks Against Large Language Models
   2023/10/11 by Hai Huang, Zhengyu Zhao, Huang, Hai +7 · 16 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling
2. Membership Inference Attacks by Exploiting Loss Trajectory
   2022/08/31 by Yiyong Liu, Zhengyu Zhao, Liu, Yiyong +4 · 11 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
3. Screen Gleaning: A Screen Reading TEMPEST Attack on Mobile Devices Exploiting an Electromagnetic Side Channel
   2020/11/19 by Zhuoran Liu, Niels Samwel, Liu, Zhuoran +11 · 1 voice · 2 citations
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #cs.CR
4. Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection
   2024/12/18 by Le Yang, Yang, Le, Ziwei Zheng +8 · 9 citations
   Computer Science · Neuroscience · Medicine · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI
5. Towards Large yet Imperceptible Adversarial Image Perturbations with Perceptual Color Distance
   2019/11/06 by Zhengyu Zhao, Zhao, Zhengyu, Zhuoran Liu +3 · 3 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Physical Unclonable Functions (PUFs) and Hardware Security
6. An Optimizable Suffix Is Worth A Thousand Templates: Efficient Black-box Jailbreaking without Affirmative Phrases via LLM as Optimizer
   2024/08/21 by Weipeng Jiang, Jiang, Weipeng, Zhenting Wang +9 · 3 citations
   Computer Science · #Handwritten Text Recognition Techniques #Digital Media Forensic Detection #Adversarial Robustness in Machine Learning
7. Improving Integrated Gradient-based Transferable Adversarial Examples by Refining the Integration Path
   2024/12/25 by Yuchen Ren, Ren, Yuchen, Zhengyu Zhao +11 · 3 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG)
8. A Survey of Defenses Against AI-Generated Visual Media: Detection,Disruption, and Authentication
   2024/07/15 by Jingyi Deng, Chenhao Lin, Deng, Jingyi +10 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. Prompt Backdoors in Visual Prompt Learning
   2023/10/11 by Hai Huang, Zhengyu Zhao, Huang, Hai +7 · 1 citation
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI