CamPro: Camera-based Anti-Facial Recognition

1 code implementation • 30 Dec 2023 • Wenjun Zhu, Yuan Sun, Jiani Liu, Yushi Cheng, Xiaoyu Ji, Wenyuan Xu

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.

Face Identification Human Detection +1

TPatch: A Triggered Physical Adversarial Patch

1 code implementation • 30 Dec 2023 • Wenjun Zhu, Xiaoyu Ji, Yushi Cheng, Shibo Zhang, Wenyuan Xu

Evaluations with three object detectors, YOLO V3/V5 and Faster R-CNN, and eight image classifiers demonstrate the effectiveness of TPatch in both the simulation and the real world.

Autonomous Vehicles

Characteristics and Predictive Modeling of Short-term Impacts of Hurricanes on the US Employment

no code implementations • 25 Jul 2023 • Gan Zhang, Wenjun Zhu

An analysis of hurricane events during 1990-2021 suggests that county-level employment changes in the initial month are small on average, though large employment losses (>30%) can occur after extreme cyclones.

Traffic Analytics Development Kits (TADK): Enable Real-Time AI Inference in Networking Apps

no code implementations • 16 Aug 2022 • Kun Qiu, Harry Chang, Ying Wang, Xiahui Yu, Wenjun Zhu, Yingqi Liu, Jianwei Ma, Weigang Li, Xiaobo Liu, Shuo Dai

Sophisticated traffic analytics, such as the encrypted traffic analytics and unknown malware detection, emphasizes the need for advanced methods to analyze the network traffic.

Malware Detection Traffic Classification