{"total":26,"rows":[{"id":"2109.01165","title":"Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction","created":"2021-09-01","cited_by_count":37,"area":null},{"id":"2209.10117","title":"A Comprehensive Survey on Trustworthy Recommender Systems","created":"2022-09-21","cited_by_count":32,"area":null},{"id":"2207.10307","title":"Knowledge-enhanced Black-box Attacks for Recommendations","created":"2022-07-21","cited_by_count":26,"area":null},{"id":"2201.12686","title":"Rank List Sensitivity of Recommender Systems to Interaction Perturbations","created":"2022-01-29","cited_by_count":20,"area":null},{"id":"2206.11433","title":"Shilling Black-box Recommender Systems by Learning to Generate Fake User Profiles","created":"2022-06-23","cited_by_count":15,"area":null},{"id":"2402.11637","title":"Poisoning Federated Recommender Systems with Fake Users","created":"2024-02-18","cited_by_count":15,"area":null},{"id":"2306.12680","title":"Recent Developments in Recommender Systems: A Survey","created":"2023-06-22","cited_by_count":14,"area":null},{"id":"2404.14942","title":"Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures","created":"2024-04-23","cited_by_count":14,"area":null},{"id":"2207.11237","title":"Defending Substitution-Based Profile Pollution Attacks on Sequential Recommenders","created":"2022-07-19","cited_by_count":11,"area":null},{"id":"2107.10457","title":"Ready for Emerging Threats to Recommender Systems? A Graph Convolution-based Generative Shilling Attack","created":"2021-07-22","cited_by_count":10,"area":null},{"id":"2311.07127","title":"Multi-agent Attacks for Black-box Social Recommendations","created":"2023-11-13","cited_by_count":9,"area":null},{"id":"2404.04269","title":"Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists","created":"2024-03-19","cited_by_count":7,"area":null},{"id":"2302.07145","title":"Practical Cross-System Shilling Attacks with Limited Access to Data","created":"2023-02-14","cited_by_count":5,"area":null},{"id":"2405.15328","title":"Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints","created":"2024-05-24","cited_by_count":5,"area":null},{"id":"2211.11534","title":"Towards Adversarially Robust Recommendation from Adaptive Fraudster Detection","created":"2022-11-08","cited_by_count":3,"area":null},{"id":"2505.13528","title":"LLM-Based User Simulation for Low-Knowledge Shilling Attacks on Recommender Systems","created":"2025-05-18","cited_by_count":3,"area":null},{"id":"2402.03481","title":"FINEST: Stabilizing Recommendations by Rank-Preserving Fine-Tuning","created":"2024-02-05","cited_by_count":2,"area":null},{"id":"2210.13762","title":"Towards Robust Recommender Systems via Triple Cooperative Defense","created":"2022-10-25","cited_by_count":1,"area":null},{"id":"2408.00312","title":"Adversarial Text Rewriting for Text-aware Recommender Systems","created":"2024-08-01","cited_by_count":1,"area":null},{"id":"2301.03025","title":"Mitigating Human and Computer Opinion Fraud via Contrastive Learning","created":"2023-01-08","cited_by_count":0,"area":null},{"id":"2307.13787","title":"The GANfather: Controllable generation of malicious activity to improve defence systems","created":"2023-07-25","cited_by_count":0,"area":null},{"id":"2401.12700","title":"Securing Recommender System via Cooperative Training","created":"2024-01-23","cited_by_count":0,"area":null},{"id":"2412.10850","title":"Defending Collaborative Filtering Recommenders via Adversarial Robustness Based Edge Reweighting","created":"2024-12-14","cited_by_count":0,"area":null},{"id":"2604.22170","title":"Sharpness-Aware Poisoning: Enhancing Transferability of Injective Attacks on Recommender Systems","created":"2026-04-24","cited_by_count":0,"area":null},{"id":"2606.29064","title":"Fairness Attacks on Recommender Systems","created":"2026-06-27","cited_by_count":0,"area":null},{"id":"2610.14487","title":"AlignPoison: Conditional Targeted Poisoning of Generative Recommenders via Decoding-Aligned Prefixes","created":"2026-10-10","cited_by_count":0,"area":null}],"next_cursor":null}