Qiu, Huming

1. Quantization Backdoors to Deep Learning Commercial Frameworks
   2021/08/20 by Hua Ma, Huming Qiu, Ma, Hua +17 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Security and Verification in Computing #Advanced Neural Network Applications
2. DeepTheft: Stealing DNN Model Architectures through Power Side Channel
   2023/09/21 by Gao, Yansong, Qiu, Huming, Zhang, Zhi +6 · 5 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
3. Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade Defense
   2023/10/01 by Hua Ma, Shang Wang, Ma, Hua +10 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection
4. BELT: Old-School Backdoor Attacks can Evade the State-of-the-Art Defense with Backdoor Exclusivity Lifting
   2023/12/08 by Qiu, Huming, Sun, Junjie, Zhang, Mi +2 · 2 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
5. Safe Text-to-Image Generation: Simply Sanitize the Prompt Embedding
   2024/11/15 by Huming Qiu, Qiu, Huming, Mi Zhang +5 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Multimodal Machine Learning Applications #Video Analysis and Summarization