{"total":13,"rows":[{"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":"2405.11034","title":"Safety in Graph Machine Learning: Threats and Safeguards","created":"2024-05-17","cited_by_count":11,"area":null},{"id":"2210.12598","title":"GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections","created":"2022-10-23","cited_by_count":10,"area":null},{"id":"2101.06855","title":"GraphAttacker: A General Multi-Task GraphAttack Framework","created":"2021-01-18","cited_by_count":8,"area":null},{"id":"2305.02901","title":"Single Node Injection Label Specificity Attack on Graph Neural Networks via Reinforcement Learning","created":"2023-05-04","cited_by_count":3,"area":null},{"id":"2501.15081","title":"Can Large Language Models Be Trusted as Evolutionary Optimizers for Network-Structured Combinatorial Problems?","created":"2025-01-25","cited_by_count":3,"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":"2504.20869","title":"Quantifying the Noise of Structural Perturbations on Graph Adversarial Attacks","created":"2025-04-29","cited_by_count":0,"area":null},{"id":"2505.03424","title":"Framework GNN-AID: Graph Neural Network Analysis Interpretation and Defense","created":"2025-05-06","cited_by_count":0,"area":null},{"id":"2509.01438","title":"Unnoticeable Community Deception via Multi-objective Optimization","created":"2025-09-01","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},{"id":"2512.11359","title":"Attacking and Securing Community Detection: A Game-Theoretic Framework","created":"2025-12-12","cited_by_count":0,"area":null},{"id":"2602.12250","title":"Community Concealment from Graph Neural Networks","created":"2026-02-12","cited_by_count":0,"area":null}],"next_cursor":null}