Hua, Zhongyun

1. IBD-PSC: Input-level Backdoor Detection via Parameter-oriented Scaling Consistency
   2024/05/16 by Linshan Hou, Ruili Feng, Hou, Linshan +9 · 8 citations
   Medicine · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications
2. Phoneme-Level Feature Discrepancies: A Key to Detecting Sophisticated Speech Deepfakes
   2024/12/17 by Kuiyuan Zhang, Zhang, Kuiyuan, Zhongyun Hua +7 · 3 citations
   Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing
3. Camel: Communication-Efficient and Maliciously Secure Federated Learning in the Shuffle Model of Differential Privacy
   2024/10/04 by Xu, Shuangqing, Zheng, Yifeng, Hua, Zhongyun · 3 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
4. Privet: A Privacy-Preserving Vertical Federated Learning Service for Gradient Boosted Decision Tables
   2023/05/22 by Zheng, Yifeng, Xu, Shuangqing, Wang, Songlei +2 · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
5. Defense without Forgetting: Continual Adversarial Defense with Anisotropic & Isotropic Pseudo Replay
   2024/04/02 by Yuhang Zhou, Zhongyun Hua, Zhou, Yuhang +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Physical Unclonable Functions (PUFs) and Hardware Security
6. FLARE: Toward Universal Dataset Purification against Backdoor Attacks
   2024/11/29 by Linshan Hou, Wei Luo, Hou, Linshan +9 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
7. Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation
   2024/11/14 by Kuiyuan Zhang, Zhongyun Hua, Zhang, Kuiyuan +7 · 1 citation
   Computer Science · #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering