{"total":26,"rows":[{"id":"2202.08057","title":"Understanding and Improving Graph Injection Attack by Promoting Unnoticeability","created":"2022-02-16","cited_by_count":62,"area":null},{"id":"2108.09513","title":"A Hard Label Black-box Adversarial Attack Against Graph Neural Networks","created":"2021-08-21","cited_by_count":26,"area":null},{"id":"2306.02376","title":"Towards Deep Attention in Graph Neural Networks: Problems and Remedies","created":"2023-06-04","cited_by_count":24,"area":null},{"id":"2110.06468","title":"Graph-Fraudster: Adversarial Attacks on Graph Neural Network Based Vertical Federated Learning","created":"2021-10-13","cited_by_count":17,"area":null},{"id":"2202.12993","title":"Projective Ranking-based GNN Evasion Attacks","created":"2022-02-25","cited_by_count":14,"area":null},{"id":"2208.09779","title":"Robust Node Classification on Graphs: Jointly from Bayesian Label Transition and Topology-based Label Propagation","created":"2022-08-21","cited_by_count":12,"area":null},{"id":"2405.16405","title":"Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level","created":"2024-05-26","cited_by_count":9,"area":null},{"id":"2101.06855","title":"GraphAttacker: A General Multi-Task GraphAttack Framework","created":"2021-01-18","cited_by_count":8,"area":null},{"id":"2210.09809","title":"Analysis of Convolutions, Non-linearity and Depth in Graph Neural Networks using Neural Tangent Kernel","created":"2022-10-18","cited_by_count":8,"area":null},{"id":"2109.13069","title":"Cluster Attack: Query-based Adversarial Attacks on Graphs with Graph-Dependent Priors","created":"2021-09-27","cited_by_count":7,"area":null},{"id":"2201.06202","title":"Neighboring Backdoor Attacks on Graph Convolutional Network","created":"2022-01-17","cited_by_count":7,"area":null},{"id":"2412.00537","title":"Exact Certification of (Graph) Neural Networks Against Label Poisoning","created":"2024-11-30","cited_by_count":6,"area":null},{"id":"2209.09688","title":"Sparse Vicious Attacks on Graph Neural Networks","created":"2022-09-20","cited_by_count":5,"area":null},{"id":"2301.12277","title":"Node Injection for Class-specific Network Poisoning","created":"2023-01-28","cited_by_count":5,"area":null},{"id":"2110.10482","title":"Surrogate Representation Learning with Isometric Mapping for Gray-box Graph Adversarial Attacks","created":"2021-10-20","cited_by_count":4,"area":null},{"id":"2301.01731","title":"GUAP: Graph Universal Attack Through Adversarial Patching","created":"2023-01-04","cited_by_count":3,"area":null},{"id":"2409.14161","title":"When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning","created":"2024-09-21","cited_by_count":2,"area":null},{"id":"2102.12284","title":"Graphfool: Targeted Label Adversarial Attack on Graph Embedding","created":"2021-02-24","cited_by_count":1,"area":null},{"id":"2211.08068","title":"Resisting Graph Adversarial Attack via Cooperative Homophilous Augmentation","created":"2022-11-15","cited_by_count":1,"area":null},{"id":"2311.16139","title":"GNNBleed: Inference Attacks to Unveil Private Edges in Graphs with Realistic Access to GNN Models","created":"2023-11-03","cited_by_count":1,"area":null},{"id":"2312.17301","title":"Explainability-Based Adversarial Attack on Graphs Through Edge Perturbation","created":"2023-12-28","cited_by_count":1,"area":null},{"id":"2111.04466","title":"Improving Peer Assessment with Graph Convolutional Networks","created":"2021-11-04","cited_by_count":0,"area":null},{"id":"2307.05775","title":"Weisfeiler and Leman Go Measurement Modeling: Probing the Validity of the WL Test","created":"2023-07-11","cited_by_count":0,"area":null},{"id":"2405.08645","title":"Certifying Robustness of Graph Convolutional Networks for Node Perturbation with Polyhedra Abstract Interpretation","created":"2024-05-14","cited_by_count":0,"area":null},{"id":"2503.09726","title":"How Feasible is Augmenting Fake Nodes with Learnable Features as a Counter-strategy against Link Stealing Attacks?","created":"2025-03-12","cited_by_count":0,"area":null},{"id":"2509.21211","title":"Evading Overlapping Community Detection via Proxy Node Injection","created":"2025-09-25","cited_by_count":0,"area":null}],"next_cursor":null}