564 citations · 586 across the 9 of their papers we have counts for
10 papers
Exploring Adversarial Robustness of LiDAR-Camera Fusion Model in Autonomous Driving
Bo Yang, Xiaoyu Ji, Zizhi Jin +2
Our study assesses the adversarial robustness of LiDAR-camera fusion models in 3D object detection. We introduce an attack technique that, by simply adding a limited number of phys…
CamPro: Camera-based Anti-Facial Recognition
Wenjun Zhu, Yuan Sun, Jiani Liu +3
The proliferation of images captured from millions of cameras and the advancement of facial recognition (FR) technology have made the abuse of FR a severe privacy threat. Existing…
TPatch: A Triggered Physical Adversarial Patch
Wenjun Zhu, Xiaoyu Ji, Yushi Cheng +2
Autonomous vehicles increasingly utilize the vision-based perception module to acquire information about driving environments and detect obstacles. Correct detection and classifica…
Inaudible Adversarial Perturbation: Manipulating the Recognition of User Speech in Real Time
Xinfeng Li, Chen Yan, Xuancun Lu +3
Automatic speech recognition (ASR) systems have been shown to be vulnerable to adversarial examples (AEs). Recent success all assumes that users will not notice or disrupt the atta…
Enrollment-stage Backdoor Attacks on Speaker Recognition Systems via Adversarial Ultrasound
Xinfeng Li, Junning Ze, Chen Yan +3
Automatic Speaker Recognition Systems (SRSs) have been widely used in voice applications for personal identification and access control. A typical SRS consists of three stages, i.e…
Private Eye: On the Limits of Textual Screen Peeking via Eyeglass Reflections in Video Conferencing
Yan Long, Chen Yan, Shilin Xiao +3
Using mathematical modeling and human subjects experiments, this research explores the extent to which emerging webcams might leak recognizable textual and graphical information gl…
Rolling Colors: Adversarial Laser Exploits against Traffic Light Recognition
Chen Yan, Zhijian Xu, Zhanyuan Yin +2
Traffic light recognition is essential for fully autonomous driving in urban areas. In this paper, we investigate the feasibility of fooling traffic light recognition mechanisms by…
SMS Goes Nuclear: Fortifying SMS-Based MFA in Online Account Ecosystem
Weizhao Jin, Xiaoyu Ji, Ruiwen He +3
With the rapid growth of online services, the number of online accounts proliferates. The security of a single user account no longer depends merely on its own service provider but…
Who Is Charging My Phone? Identifying Wireless Chargers via Fingerprinting
Zhiyun Wang, Jiayu Zhang, Xiaoyu Ji +3
With the increasing popularity of the Internet of Things(IoT) devices, the demand for fast and convenient battery charging services grows rapidly. Wireless charging is a promising…
DolphinAtack: Inaudible Voice Commands
Guoming Zhang, Chen Yan, Xiaoyu Ji +3
Speech recognition (SR) systems such as Siri or Google Now have become an increasingly popular human-computer interaction method, and have turned various systems into voice control…