Search Results for author: Guangjing Wang

Found 6 papers, 0 papers with code

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

no code implementations20 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

PhantomSound: Black-Box, Query-Efficient Audio Adversarial Attack via Split-Second Phoneme Injection

no code implementations13 Sep 2023 Hanqing Guo, Guangjing Wang, Yuanda Wang, Bocheng Chen, Qiben Yan, Li Xiao

We significantly enhance the query efficiency and reduce the cost of a successful untargeted and targeted adversarial attack by 93. 1% and 65. 5% compared with the state-of-the-art black-box attacks, using merely ~300 queries (~5 minutes) and ~1, 500 queries (~25 minutes), respectively.

Adversarial Attack

DynamicFL: Balancing Communication Dynamics and Client Manipulation for Federated Learning

no code implementations16 Jul 2023 Bocheng Chen, Nikolay Ivanov, Guangjing Wang, Qiben Yan

Additionally, our long-term greedy strategy in client selection tackles the problem of system performance degradation caused by short-term scheduling in a dynamic network.

Federated Learning Scheduling

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

no code implementations18 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

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