Cross-Context Backdoor Attacks against Graph Prompt Learning

Author:

Lyu Xiaoting1ORCID,Han Yufei2ORCID,Wang Wei3ORCID,Qian Hangwei4ORCID,Tsang Ivor4ORCID,Zhang Xiangliang5ORCID

Affiliation:

1. School of Computer Science and Technology, Beijing Jiaotong University, Beijing, China

2. Inria, Univ. Rennes, IRISA, Rennes, France

3. Beijing Jiaotong University & Xi'an Jiaotong University, Beijing, China

4. CFAR, A*STAR, Singapore, Singapore

5. University of Notre Dame, Notre Dame, USA

Funder

the French National Research Agency with the reference ANR-23-IAS4-0001 (CKRISP)

the National Research Foundation, Singapore and Infocomm Media Development Authority

Systematic Major Project of China State Railway Group Corporation Limited

Publisher

ACM

Reference37 articles.

1. Protein function prediction via graph kernels

2. Xiangrui Cai, haidong xu, Sihan Xu, Ying Zhang, and Xiaojie Yuan. 2022. BadPrompt: Backdoor Attacks on Continuous Prompts. In Advances in Neural Information Processing Systems, Alice H. Oh, Alekh Agarwal, Danielle Belgrave, and Kyunghyun Cho (Eds.). https://openreview.net/forum?id=rlN6fO3OrP

3. Kangjie Chen, Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, and Chun Fan. 2022. BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25--29, 2022. OpenReview.net.

4. Mouxiang Chen, Zemin Liu, Chenghao Liu, Jundong Li, Qiheng Mao, and Jianling Sun. 2023. ULTRA-DP: Unifying Graph Pre-training with Multi-task Graph Dual Prompt. CoRR, Vol. abs/2310.14845 (2023). showeprint[arXiv]2310.14845

5. Unnoticeable Backdoor Attacks on Graph Neural Networks

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3