564 citations · 611 across the 21 of their papers we have counts for
12 papers · 1 filter
TRAP: Hijacking VLA CoT-Reasoning via Adversarial Patches
Zhengxian Huang, Wenjun Zhu, Haoxuan Qiu +2
By integrating Chain-of-Thought (CoT) reasoning, Vision-Language-Action (VLA) models have demonstrated strong capabilities in robotic manipulation, particularly by improving genera…
Differentially Private and Communication Efficient Large Language Model Split Inference via Stochastic Quantization and Soft Prompt
Yujie Gu, Richeng Jin, Xiaoyu Ji +2
Large Language Models (LLMs) have achieved remarkable performance and received significant research interest. The enormous computational demands, however, hinder the local deployme…
SoK: Understanding the Fundamentals and Implications of Sensor Out-of-band Vulnerabilities
Shilin Xiao, Wenjun Zhu, Yan Jiang +5
Sensors are fundamental to cyber-physical systems (CPS), enabling perception and control by transducing physical stimuli into digital measurements. However, despite growing researc…
False Reality: Uncovering Sensor-induced Human-VR Interaction Vulnerability
Yancheng Jiang, Yan Jiang, Ruochen Zhou +3
Virtual Reality (VR) techniques, serving as the bridge between the real and virtual worlds, have boomed and are widely used in manufacturing, remote healthcare, gaming, etc. Specif…
ReThink: Reveal the Threat of Electromagnetic Interference on Power Inverters
Fengchen Yang, Zihao Dan, Kaikai Pan +3
With the boom of renewable energy sources (RES), the number of power inverters proliferates. Power inverters are the key electronic devices that transform the direct current (DC) p…
SafeEar: Content Privacy-Preserving Audio Deepfake Detection
Xinfeng Li, Kai Li, Yifan Zheng +3
Text-to-Speech (TTS) and Voice Conversion (VC) models have exhibited remarkable performance in generating realistic and natural audio. However, their dark side, audio deepfake pose…
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…
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…
Which One to Go: Security and Usability Evaluation of Mid-Air Gestures
Wenyuan Xu, Xiaopeng Li, Jing Tian +4
With the emerging of touch-less human-computer interaction techniques and gadgets, mid-air hand gestures have been widely used for authentication. Much literature examined either t…
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…