Siqi Ma

1. Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review
   2020/07/21 by Yansong Gao, Gao, Yansong, Bao Gia Doan +13 · 16 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. Visual Agents as Fast and Slow Thinkers
   2024/08/16 by Guangyan Sun, Sun, Guangyan, Mingyu Jin +16 · 16 citations
   Computer Science · #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
3. Deep semi-supervised learning for medical image segmentation: A review
   2024/01/03 by Kai Han, Victor S. Sheng, Yuqing Song +4 · 8 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Medical Image Segmentation Techniques
4. Peer Review as A Multi-Turn and Long-Context Dialogue with Role-Based Interactions
   2024/06/09 by Cheng Tan, Tan, Cheng, Dongxin Lyu +13 · 10 citations
   Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interdisciplinary Research and Collaboration #Machine Learning (cs.LG)
5. CryptoEval: Evaluating the Risk of Cryptographic Misuses in Android Apps with Data-Flow Analysis
   2021/12/12 by Cong Sun, Sun, Cong, Xinpeng Xu +10 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Mobile and Web Applications #Opportunistic and Delay-Tolerant Networks
6. Stealthy Physical Masked Face Recognition Attack via Adversarial Style Optimization
   2023/09/18 by Huihui Gong, Minjing Dong, Gong, Huihui +9 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
7. Fine with "1234"? An Analysis of SMS One-Time Password Randomness in Android Apps
   2021/03/06 by Siqi Ma, Juanru Li, Ma, Siqi +11 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Chaos-based Image/Signal Encryption #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE) #User Authentication and Security Systems
8. Boosting Privately: Privacy-Preserving Federated Extreme Boosting for Mobile Crowdsensing
   2019/07/24 by Yang Liu, Zhuo Ma, Liu, Yang +9 · 2 citations
   Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
9. Enhancing Security in Third-Party Library Reuse -- Comprehensive Detection of 1-day Vulnerability through Code Patch Analysis
   2024/11/29 by Sheng Xu, Jialiang Dong, Xu, Shangzhi +10 · 1 citation
   Computer Science · #Cloud Data Security Solutions #Web Application Security Vulnerabilities #Digital and Cyber Forensics
10. MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models
    2025/09/28 by Siqi Ma, Jiajie Huang, Ma, Siqi +12 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Semantic Web and Ontologies