Ma, Hua

1. Quantization Backdoors to Deep Learning Commercial Frameworks
   2021/08/20 by Hua Ma, Ma, Hua, Huming Qiu +17 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Advanced Neural Network Applications
2. 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
3. DeepTheft: Stealing DNN Model Architectures through Power Side Channel
   2023/09/21 by Gao, Yansong, Qiu, Huming, Zhang, Zhi +6 · 4 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
4. Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense
   2023/10/01 by Hua Ma, Ma, Hua, Shang Wang +10 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection
5. TransCAB: Transferable Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-World
   2022/09/06 by Ma, Hua, Li, Yinshan, Gao, Yansong +6 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences