{"total":28,"rows":[{"id":"2310.03684","title":"SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks","created":"2023-10-05","cited_by_count":469,"area":"safety"},{"id":"2205.01992","title":"Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning","created":"2022-05-04","cited_by_count":94,"area":"safety"},{"id":"2202.02628","title":"Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation","created":"2022-02-05","cited_by_count":52,"area":"safety"},{"id":"2205.06401","title":"PoisonedEncoder: Poisoning the Unlabeled Pre-training Data in Contrastive Learning","created":"2022-05-13","cited_by_count":34,"area":"safety"},{"id":"2404.13588","title":"Machine Unlearning via Null Space Calibration","created":"2024-04-21","cited_by_count":21,"area":"safety"},{"id":"2205.13634","title":"BagFlip: A Certified Defense against Data Poisoning","created":"2022-05-26","cited_by_count":19,"area":"safety"},{"id":"2406.05670","title":"Certified Robustness to Data Poisoning in Gradient-Based Training","created":"2024-06-09","cited_by_count":18,"area":"safety"},{"id":"2302.02300","title":"Run-Off Election: Improved Provable Defense against Data Poisoning Attacks","created":"2023-02-05","cited_by_count":17,"area":"safety"},{"id":"2205.13176","title":"On Collective Robustness of Bagging Against Data Poisoning","created":"2022-05-26","cited_by_count":16,"area":"safety"},{"id":"2210.02713","title":"On Optimal Learning Under Targeted Data Poisoning","created":"2022-10-06","cited_by_count":14,"area":"safety"},{"id":"2208.03309","title":"Lethal Dose Conjecture on Data Poisoning","created":"2022-08-05","cited_by_count":12,"area":"safety"},{"id":"2302.03684","title":"Temporal Robustness against Data Poisoning","created":"2023-02-07","cited_by_count":10,"area":"safety"},{"id":"2212.03334","title":"Pre-trained Encoders in Self-Supervised Learning Improve Secure and Privacy-preserving Supervised Learning","created":"2022-12-06","cited_by_count":4,"area":"safety"},{"id":"2410.09878","title":"Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning","created":"2024-10-13","cited_by_count":4,"area":"safety"},{"id":"2602.16944","title":"Exact Certification of Data-Poisoning Attacks Using Mixed-Integer Programming","created":"2026-02-18","cited_by_count":4,"area":"safety"},{"id":"2404.08631","title":"FCert: Certifiably Robust Few-Shot Classification in the Era of Foundation Models","created":"2024-04-12","cited_by_count":3,"area":"safety"},{"id":"2502.16737","title":"Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoning","created":"2025-02-23","cited_by_count":3,"area":"safety"},{"id":"2209.14013","title":"On the Robustness of Random Forest Against Untargeted Data Poisoning: An Ensemble-Based Approach","created":"2022-09-28","cited_by_count":2,"area":"safety"},{"id":"2305.15394","title":"Differentially-Private Decision Trees and Provable Robustness to Data Poisoning","created":"2023-05-24","cited_by_count":1,"area":"safety"},{"id":"2306.16415","title":"On Practical Aspects of Aggregation Defenses against Data Poisoning Attacks","created":"2023-06-28","cited_by_count":1,"area":"safety"},{"id":"2307.08288","title":"Systematic Testing of the Data-Poisoning Robustness of KNN","created":"2023-07-17","cited_by_count":1,"area":"safety"},{"id":"2502.07011","title":"DROP: Poison Dilution via Knowledge Distillation for Federated Learning","created":"2025-02-10","cited_by_count":1,"area":"safety"},{"id":"2405.06073","title":"Hard Work Does Not Always Pay Off: Poisoning Attacks on Neural Architecture Search","created":"2024-05-09","cited_by_count":0,"area":"safety"},{"id":"2410.05284","title":"Hypnopaedia-Aware Machine Unlearning via Psychometrics of Artificial Mental Imagery","created":"2024-09-29","cited_by_count":0,"area":"safety"},{"id":"2502.16901","title":"Char-mander Use mBackdoor! A Study of Cross-lingual Backdoor Attacks in Multilingual LLMs","created":"2025-02-24","cited_by_count":0,"area":"safety"},{"id":"2511.12722","title":"On Robustness of Linear Classifiers to Targeted Data Poisoning","created":"2025-11-16","cited_by_count":0,"area":"safety"},{"id":"2512.20865","title":"Robustness Certificates for Neural Networks Against Data Poisoning and Evasion Attacks","created":"2025-12-24","cited_by_count":0,"area":"safety"},{"id":"2605.15885","title":"FedEDAuth -- Federated Embedding Distribution Authentication for Counterfeit IC Detection","created":"2026-05-15","cited_by_count":0,"area":"safety"}],"next_cursor":null}