Paper list

• 266 SpiralSpy: Exploring a Stealthy and Practical Covert Channel to Attack Air-gapped Computing Devices via mmWave Sensing Covert channels Air-gapped mmWave
• 282 Chunked-Cache: On-Demand and Scalable Cache Isolation for Security Architectures TEE Cache Shared cache resources CPU Side-channel
• 291 DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection Federated Learning NN ML Backdoor attacks Targeted poisoning attacks Poisoning attacks
• 295 What You See is Not What the Network Infers: Detecting Adversarial Examples Based on Semantic Contradiction Adversarial examples ML DNN AE detection Autonomous Vehicle
• 296 ATTEQ-NN: Attention-based QoE-aware Evasive Backdoor Attacks ML DNN Backdoor attacks
• 300 Evaluating Susceptibility of VPN Implementations to DoS Attacks Using Adversarial Testing VPN DoS WireGuard OpenVPN AnyConnect VPN strongSwan
• 318 Systematic Discovery of Denial-of-Service Vulnerability in Autonomous Driving Planning under Physical-World Attacks Autonomous Vehicle Planning Apollo LGSVL
• 458 Charger-Surfing: Exploiting a Power Line Side-Channel for Smartphone Information Leakage Smartphone Side-Channel
• 586 DRMI: A Dataset Reduction Technology based on Mutual Information for Black-box Attacks ML Black-box attack DNN
• 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
• 1727 Physical Adversarial Examples for Object Detectors Autonomous Vehicle Object detection manualSet YOLO YOLOv2 Faster-RCNN
• 1728 ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object Detector Autonomous Vehicle Object detection manualSet Faster R-CNN Physical-World Camera
• 1729 Seeing isn't Believing: Towards More Robust Adversarial Attack Against Real World Object Detectors Autonomous Vehicle Object detection manualSet YOLO YOLOv3 Faster R-CNN
• 1731 CAMOU: Learning A Vehicle Camouflage For Physical Adversarial Attack On Object Detections In The Wild Autonomous Vehicle Object detection manualSet Camera Mask R-CNN YOLO Unreal Engine
• 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
• 1737 CCA: Exploring the Possibility of Contextual Camouflage Attack on Object Detection Autonomous Vehicle Object detection manualSet YOLOv3 Mask-RCNN Grad-CAM Camera
• 1739 They See Me Rollin’: Inherent Vulnerability of the Rolling Shutter in CMOS Image Sensors Autonomous Vehicle Object detection manualSet CMOS Camera Laser BDD100K VIRAT SSD Faster R-CNN
• 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
• 1742 Dual Attention Suppression Attack: Generate Adversarial Camouflage in Physical World Autonomous Vehicle Object detection manualSet CARLA User study YOLOv5 SSD Faster R-CNN Mask-RCNN
• 1754 Physically Realizable Adversarial Examples for LiDAR Object Detection Autonomous Vehicle Object detection LiDAR manualSet KITTI dataset PIXOR PointRCNN PointPillar HDL-64E Adversarial object
• 1756 Object Removal Attacks on LiDAR-based 3D Object Detectors Autonomous Vehicle Object detection LiDAR manualSet KITTI Point-GNN PointRCNN
• 1757 Fooling LiDAR Perception via Adversarial Trajectory Perturbation Autonomous Vehicle Object detection LiDAR manualSet PointRCNN PointPillar++ nuScenes
• 1766 Adversarial Attacks on Camera-LiDAR Models for 3D Car Detection Autonomous Vehicle manualSet Camera LiDAR MSF KITTI YOLOv3 EPNet PointRCNN Module-level Virtual evaluation
• 1816 DriveFuzz: Discovering Autonomous Driving Bugs through Driving Quality-Guided Fuzzing Autonomous Vehicle fuzzing CARLA Planning Autoware
• 1988 PointCloud Saliency Maps Autonomous Vehicle manualSet LiDAR Point Dropping Object detection 3D PointNet PointNet++ DGCNN
• 1989 Isometric 3D Adversarial Examples in the Physical World Autonomous Vehicle 3D PointNet PointNet++ DGCNN Physical-World 3D-scanner
• 1990 PV-RCNN: Point-Voxel Feature Set Abstraction for 3D Object Detection Autonomous Vehicle LiDAR PV-RCNN
• 2087 Exorcising ''Wraith'': Protecting LiDAR-based Object Detector in Automated Driving System from Appearing Attacks Autonomous Vehicle LiDAR LGSVL PointPillars PointRCNN PV-RCNN