Work

Topology-Based Node-Level Membership Inference Attacks on Graph Neural Networks

Year: 2025

Type: article

Source: IEEE Transactions on Big Data

DOI: 10.1109/tbdata.2025.3558855

Authors: Faqian Guan, Tianqing Zhu, Wanlei Zhou, Philip S. Yu

Institutions: China University of Geosciences, City University of Macau, University of Illinois Chicago

Language: English

Topic: Privacy-Preserving Technologies in Data

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: closed

Funder: National Science Foundation

Awards: NSF POSE: Phase II: OpenAD: An Integrated Open-Source Ecosystem for Anomaly Detection, III: Medium: Collaborative Research: Self-Supervised Recommender System Learning with Application Specific Adaption

OpenAlex ID: W4409257804

FWCI: 1.649

Cites: 24

Cited by: 4

Related to: 10