Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems

no code implementations • 20 Nov 2023 • Guangjing Wang, Ce Zhou, Yuanda Wang, Bocheng Chen, Hanqing Guo, Qiben Yan

This survey offers a holistic understanding of the prevailing transferable attacks and their impacts across different domains.

Autonomous Driving Data Poisoning +2

SSVEP-Based BCI Wheelchair Control System

no code implementations • 12 Jul 2023 • Ce Zhou

So it demonstrates that this SSVEP-based BCI-controlled wheelchair has a huge potential to be applied to disabled people in the future.

EEG SSVEP

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT

no code implementations • 18 Feb 2023 • Ce Zhou, Qian Li, Chen Li, Jun Yu, Yixin Liu, Guangjing Wang, Kai Zhang, Cheng Ji, Qiben Yan, Lifang He, Hao Peng, JianXin Li, Jia Wu, Ziwei Liu, Pengtao Xie, Caiming Xiong, Jian Pei, Philip S. Yu, Lichao Sun

This study provides a comprehensive review of recent research advancements, challenges, and opportunities for PFMs in text, image, graph, as well as other data modalities.

Graph Learning Language Modelling +1

DoubleStar: Long-Range Attack Towards Depth Estimation based Obstacle Avoidance in Autonomous Systems

no code implementations • 7 Oct 2021 • Ce Zhou, Qiben Yan, Yan Shi, Lichao Sun

By exploiting the weaknesses of the stereo matching in depth estimation algorithms and the lens flare effect in optical imaging, we propose DoubleStar, a long-range attack that injects fake obstacle depth by projecting pure light from two complementary light sources.

Depth Estimation Sensor Fusion +1

Learning Dynamic Siamese Network for Visual Object Tracking

no code implementations • ICCV 2017 • Qing Guo, Wei Feng, Ce Zhou, Rui Huang, Liang Wan, Song Wang

How to effectively learn temporal variation of target appearance, to exclude the interference of cluttered background, while maintaining real-time response, is an essential problem of visual object tracking.

Object Visual Object Tracking