Anmin Fu

1. Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review
   2020/07/21 by Yansong Gao, Bao Gia Doan, Gao, Yansong +13 · 19 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #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
2. Machine Unlearning: Taxonomy, Metrics, Applications, Challenges, and Prospects
   2024/03/13 by Na Li, Li, Na, Chunyi Zhou +11 · 13 citations
   Computer Science · Engineering · #Online Learning and Analytics #Advanced Data Processing Techniques #Educational Technology and Assessment
3. Quantization Backdoors to Deep Learning Commercial Frameworks
   2021/08/20 by Hua Ma, Huming Qiu, Ma, Hua +17 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Advanced Neural Network Applications
4. DeepTheft: Stealing DNN Model Architectures through Power Side Channel
   2023/09/21 by Yansong Gao, Gao, Yansong, Huming Qiu +15 · 7 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Security and Verification in Computing #Semiconductor materials and devices
5. Dangerous Cloaking: Natural Trigger based Backdoor Attacks on Object Detectors in the Physical World
   2022/01/21 by Hua Ma, Yinshan Li, Ma, Hua +17 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques
6. VFL: A Verifiable Federated Learning with Privacy-Preserving for Big Data in Industrial IoT
   2020/07/27 by Anmin Fu, Xianglong Zhang, Fu, Anmin +7 · 2 citations
   Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #E.3 #FOS: Computer and information sciences #I.2.11 #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
7. Towards A Critical Evaluation of Robustness for Deep Learning Backdoor Countermeasures
   2022/04/13 by Huming Qiu, Qiu, Huming, Hua Ma +11 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection
8. Intellectual Property Protection for Deep Learning Model and Dataset Intelligence
   2024/11/07 by Yongqi Jiang, Yansong Gao, Jiang, Yongqi +9 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Machine Learning (cs.LG)
9. Vertical Federated Learning: Taxonomies, Threats, and Prospects
   2023/02/03 by Qun Li, Li, Qun, Chandra Thapa +13 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
10. TruVRF: Towards Triple-Granularity Verification on Machine Unlearning
    2024/08/12 by Chunyi Zhou, Anmin Fu, Zhou, Chunyi +3 · 3 citations
    Medicine · #COVID-19 diagnosis using AI #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. NTD: Non-Transferability Enabled Backdoor Detection
    2021/11/22 by Yinshan Li, Li, Yinshan, Hua Ma +15 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. CASSOCK: Viable Backdoor Attacks against DNN in The Wall of Source-Specific Backdoor Defences
    2022/05/31 by Shang Wang, Wang, Shang, Yansong Gao +10 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. PPA: Preference Profiling Attack Against Federated Learning
    2022/02/10 by Chunyi Zhou, Yansong Gao, Zhou, Chunyi +13 · 1 citation
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
14. CompLeak: Deep Learning Model Compression Exacerbates Privacy Leakage
    2025/07/22 by Na Li, Li, Na, Yansong Gao +7 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Machine Learning in Healthcare #Network Security and Intrusion Detection