{"total":28,"rows":[{"id":"2106.08970","title":"Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch","created":"2021-06-16","cited_by_count":102,"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":"2202.11202","title":"Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning","created":"2022-02-22","cited_by_count":34,"area":"safety"},{"id":"2210.09671","title":"Not All Poisons are Created Equal: Robust Training against Data Poisoning","created":"2022-10-18","cited_by_count":30,"area":"safety"},{"id":"2204.05986","title":"Machine Learning Security against Data Poisoning: Are We There Yet?","created":"2022-04-12","cited_by_count":23,"area":"safety"},{"id":"2102.13624","title":"What Doesn't Kill You Makes You Robust(er): How to Adversarially Train against Data Poisoning","created":"2021-02-26","cited_by_count":22,"area":"safety"},{"id":"2102.00655","title":"Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning","created":"2021-02-01","cited_by_count":21,"area":"safety"},{"id":"2208.10224","title":"Friendly Noise against Adversarial Noise: A Powerful Defense against Data Poisoning Attacks","created":"2022-08-14","cited_by_count":21,"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":"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":"2408.08143","title":"Unlearnable Examples Detection via Iterative Filtering","created":"2024-08-15","cited_by_count":9,"area":"safety"},{"id":"2503.22413","title":"Instance-Level Data-Use Auditing of Visual ML Models","created":"2025-03-28","cited_by_count":4,"area":"safety"},{"id":"2509.16950","title":"Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving","created":"2025-09-21","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":"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":"2108.04206","title":"Classification Auto-Encoder based Detector against Diverse Data Poisoning Attacks","created":"2021-08-09","cited_by_count":1,"area":"safety"},{"id":"2305.09671","title":"Pick your Poison: Undetectability versus Robustness in Data Poisoning Attacks","created":"2023-05-07","cited_by_count":1,"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":"2403.13523","title":"Have You Poisoned My Data? Defending Neural Networks against Data Poisoning","created":"2024-03-20","cited_by_count":1,"area":"safety"},{"id":"2408.13221","title":"Protecting against simultaneous data poisoning attacks","created":"2024-08-23","cited_by_count":1,"area":"safety"},{"id":"2412.03908","title":"Generalizable Targeted Data Poisoning against Varying Physical Objects","created":"2024-12-05","cited_by_count":1,"area":"safety"},{"id":"2105.13530","title":"A BIC-based Mixture Model Defense against Data Poisoning Attacks on Classifiers","created":"2021-05-28","cited_by_count":0,"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":"2405.19376","title":"PureEBM: Universal Poison Purification via Mid-Run Dynamics of Energy-Based Models","created":"2024-05-28","cited_by_count":0,"area":"safety"},{"id":"2507.04106","title":"Addressing The Devastating Effects Of Single-Task Data Poisoning In Exemplar-Free Continual Learning","created":"2025-07-05","cited_by_count":0,"area":"safety"},{"id":"2604.21416","title":"CSC: Turning the Adversary's Poison against Itself","created":"2026-04-23","cited_by_count":0,"area":"safety"}],"next_cursor":null}