TOAK: A Topology-oriented Attack Strategy for Degrading User Identity Linkage in Cross-network Learning-Reference-Cited by-同舟云学术

TOAK: A Topology-oriented Attack Strategy for Degrading User Identity Linkage in Cross-network Learning

Published:2023-10-21 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 32nd ACM International Conference on Information and Knowledge Management
language:
Short-container-title:

Author:

Shao Jiangli¹^ORCID,Wang Yongqing²^ORCID,Guo Fangda²^ORCID,Shi Boshen¹^ORCID,Shen Huawei¹^ORCID,Cheng Xueqi¹^ORCID

Affiliation:

1. Institute of Computing Technology, CAS & University of Chinese Academy of Sciences, Beijing, China

2. Institute of Computing Technology, CAS, Beijing, China

Funder

China Postdoctoral Science Foundation

National Key R&D Program Young Scientists Project

National Natural Science Foundation of China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3583780.3615084

Reference64 articles.

1. Aleksandar Bojchevski and Stephan Günnemann. 2019. Adversarial attacks on node embeddings via graph poisoning. In ICML. PMLR 695--704. Aleksandar Bojchevski and Stephan Günnemann. 2019. Adversarial attacks on node embeddings via graph poisoning. In ICML. PMLR 695--704.

2. MAUIL: Multilevel attribute embedding for semisupervised user identity linkage

3. Siyuan Chen , Jiahai Wang , Xin Du , and Yanqing Hu . 2020 . A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage . In ECAI 2020, Vol. 325 . IOS Press, 1754--1761. Siyuan Chen, Jiahai Wang, Xin Du, and Yanqing Hu. 2020. A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage. In ECAI 2020, Vol. 325. IOS Press, 1754--1761.

4. Xiaolin Chen , Xuemeng Song , Guozhen Peng , Shanshan Feng , and Liqiang Nie . 2021 . Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage. In SIGIR '21 . ACM, 1084--1093. Xiaolin Chen, Xuemeng Song, Guozhen Peng, Shanshan Feng, and Liqiang Nie. 2021. Adversarial-Enhanced Hybrid Graph Network for User Identity Linkage. In SIGIR '21. ACM, 1084--1093.

5. Xiaokai Chu , Xinxin Fan , Di Yao , Zhihua Zhu , Jianhui Huang , and Jingping Bi . 2019 . Cross-Network Embedding for Multi-Network Alignment. In The ACM Web Conference. Xiaokai Chu, Xinxin Fan, Di Yao, Zhihua Zhu, Jianhui Huang, and Jingping Bi. 2019. Cross-Network Embedding for Multi-Network Alignment. In The ACM Web Conference.