Paper list

• 702 Rolling Colors: Adversarial Laser Exploits against Traffic Light Recognition Autonomous Vehicle Traffic light detection LGSVL Apollo Physical-World
• 1522 Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks Autonomous Vehicle MSF Camera LiDAR Physical-World Apollo LGSVL
• 1543 Poltergeist: Acoustic Adversarial Machine Learning against Cameras and Computer Vision Autonomous Vehicle Object detection Camera YOLO Faster R-CNN Apollo BDD100K KITTI Physical-World
• 1726 NO Need to Worry about Adversarial Examples in Object Detection in Autonomous Vehicles Autonomous Vehicle manualSet Object detection YOLO Physical-World
• 1728 ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector Autonomous Vehicle Object detection manualSet Faster R-CNN Physical-World Camera
• 1734 Universal Physical Camouflage Attacks on Object Detectors Autonomous Vehicle Object detection manualSet Camera Physical-World
• 1735 Making an Invisibility Cloak: Real World Adversarial Attacks on Object Detectors Autonomous Vehicle Object detection manualSet YOLOv2 YOLOv3 YOLO Faster R-CNN Physical-World Camera
• 1736 Adversarial T-shirt! Evading Person Detectors in A Physical World Autonomous Vehicle Object detection manualSet Physical-World YOLOv2 Faster R-CNN Camera
• 1741 The Translucent Patch: A Physical and Universal Attack on Object Detectors Autonomous Vehicle Object detection manualSet Camera Physical-World YOLO YOLOv4 Faster R-CNN BDD MTSD C930
• 1743 Fooling thermal infrared pedestrian detectors in real world using small bulbs Autonomous Vehicle Object detection manualSet Thermal infrared detection systems YOLOv3 FLIR ADAS Physical-World
• 1750 Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack Autonomous Vehicle Lane detection manualSet ALC Camera User study OpenPilot LGSVL Physical-World
• 1758 Adversarial Attacks against LiDAR Semantic Segmentation in Autonomous Driving Autonomous Vehicle Object detection LiDAR manualSet Semantic segmentation SemanticKITTI PointNet SqueezeSeg Cylinder3D PointNet++ PointASNL Physical-World Attack Moving Victim Vehicle
• 1760 Who is in Control? Practical Physical Layer Attack and Defense for mmWave based Sensing in Autonomous Vehicles Autonomous Vehicle RADAR Object detection manualSet mmWave SDR Lincoln MKZ Physical-Worldm Apollo
• 1767 Physical Attack on Monocular Depth Estimation with Optimal Adversarial Patches Autonomous Vehicle manualSet Depth Estimation Physical-World Monocular Depth Estimation Camera Module-level
• 1989 Isometric 3D Adversarial Examples in the Physical World Autonomous Vehicle 3D PointNet PointNet++ DGCNN Physical-World 3D-scanner