Binghui Wang

1. Stealing Hyperparameters in Machine Learning
   2018/02/14 by Binghui Wang, Neil Zhenqiang Gong, Wang, Binghui +1 · 1 voice · 8 citations
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #cs.CR #cs.LG #stat.ML
2. Backdoor Attacks to Graph Neural Networks
   2020/06/19 by Zaixi Zhang, Jinyuan Jia, Zhang, Zaixi +5 · 5 citations
   Computer Science · Social Sciences · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Terrorism, Counterterrorism, and Political Violence
3. Certified Robustness of Graph Neural Networks against Adversarial Structural Perturbation
   2020/08/24 by Binghui Wang, Wang, Binghui, Jinyuan Jia +5 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
4. Attacking Graph-based Classification via Manipulating the Graph Structure
   2019/03/01 by Binghui Wang, Wang, Binghui, Neil Zhenqiang Gong +1 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection
5. Graph Neural Network Causal Explanation via Neural Causal Models
   2024/07/12 by Arman Behnam, Behnam, Arman, Binghui Wang +1 · 3 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Neural Networks and Applications #Adversarial Robustness in Machine Learning
6. UniCR: Universally Approximated Certified Robustness via Randomized Smoothing
   2022/07/05 by Hanbin Hong, Binghui Wang, Hong, Hanbin +3 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Structure-based Sybil Detection in Social Networks via Local Rule-based Propagation
   2018/03/12 by Binghui Wang, Wang, Binghui, Jinyuan Jia +5 · 1 citation
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection #Social and Information Networks (cs.SI) #Spam and Phishing Detection
8. Graph-based Security and Privacy Analytics via Collective Classification with Joint Weight Learning and Propagation
   2018/12/04 by Binghui Wang, Wang, Binghui, Jinyuan Jia +3 · 1 citation
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spam and Phishing Detection
9. Distributed Backdoor Attacks on Federated Graph Learning and Certified Defenses
   2024/07/12 by Yuxin Yang, Yang, Yuxin, Qiang Li +7 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning
10. A Certified Radius-Guided Attack Framework to Image Segmentation Models
    2023/04/05 by Wenjie Qu, Qu, Wenjie, Youqi Li +3 · 1 citation
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hepatitis B Virus Studies #Infectious Encephalopathies and Encephalitis #Machine Learning (cs.LG)
11. Graph Neural Network Explanations are Fragile
    2024/06/05 by Jiate Li, Meng Pang, Li, Jiate +7 · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning
12. FedGMark: Certifiably Robust Watermarking for Federated Graph Learning
    2024/10/23 by Yuxin Yang, Qiang Li, Yang, Yuxin +4 · 1 citation
    Computer Science · #Advanced Steganography and Watermarking Techniques #Internet Traffic Analysis and Secure E-voting #Blockchain Technology Applications and Security
13. Rectifying Privacy and Efficacy Measurements in Machine Unlearning: A New Inference Attack Perspective
    2025/06/16 by Nima Naderloui, Naderloui, Nima, Shenao Yan +11 · 2 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning
14. AGNNCert: Defending Graph Neural Networks against Arbitrary Perturbations with Deterministic Certification
    2025/02/02 by Jiate Li, Li, Jiate, Binghui Wang +1 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences