Takami Sato

1. FlyTrap: Physical Distance-Pulling Attack Towards Camera-based Autonomous Target Tracking Systems
   2025/09/24 by Shaoyuan Xie, Mohamad Habib Fakih, Xie, Shaoyuan +15 · 2 voices
   #cs.CR
2. SoK: On the Semantic AI Security in Autonomous Driving
   2022/03/10 by Junjie Shen, Shen, Junjie, Ningfei Wang +23 · 6 citations
   Computer Science · Decision Sciences · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Data Quality and Management #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Robotics (cs.RO)
3. Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-based Decision-Making Systems
   2024/05/27 by Ruochen Jiao, Shaoyuan Xie, Jiao, Ruochen +13 · 8 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #Topic Modeling
4. Does Physical Adversarial Example Really Matter to Autonomous Driving? Towards System-Level Effect of Adversarial Object Evasion Attack
   2023/08/23 by Ningfei Wang, Yunpeng Luo, Wang, Ningfei +7 · 6 citations
   Computer Science · #Adversarial Robustness in Machine Learning
5. Semi-supervised Semantics-guided Adversarial Training for Trajectory Prediction
   2022/05/27 by Ruochen Jiao, Jiao, Ruochen, Liu X +7 · 2 citations
   Computer Science · Pharmacology, Toxicology and Pharmaceutics · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Forensic Toxicology and Drug Analysis #Machine Learning (cs.LG) #Robotics (cs.RO)
6. Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models
   2023/08/30 by Takami Sato, Justin Yue, Sato, Takami +7 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
7. Lights, Camera, Malfunction: When Illumination Robustness Leaves VLA Models Blind to Color
   2026/07/16 by Marino Watanabe, Takami Sato, Kentaro Yoshioka
   #cs.RO