4 papers
Protego: User-Centric Pose-Invariant Privacy Protection Against Face Recognition-Induced Digital Footprint Exposure
Ziling Wang, Shuya Yang, Jialin Lu +1
Face recognition (FR) technologies are increasingly used to power large-scale image retrieval systems, raising serious privacy concerns. Services like Clearview AI and PimEyes allo…
AnywhereDoor: Multi-Target Backdoor Attacks on Object Detection
Jialin Lu, Junjie Shan, Ziqi Zhao +1
As object detection becomes integral to many safety-critical applications, understanding its vulnerabilities is essential. Backdoor attacks, in particular, pose a serious threat by…
Geminio: Language-Guided Gradient Inversion Attacks in Federated Learning
Junjie Shan, Ziqi Zhao, Jialin Lu +3
Foundation models that bridge vision and language have made significant progress. While they have inspired many life-enriching applications, their potential for abuse in creating n…
AnywhereDoor: Multi-Target Backdoor Attacks on Object Detection
Jialin Lu, Junjie Shan, Ziqi Zhao +1
As object detection becomes integral to many safety-critical applications, understanding its vulnerabilities is essential. Backdoor attacks, in particular, pose a serious threat by…