Fast sampling of perfectly uniform satisfying assignments D Achlioptas, ZS Hammoudeh, P Theodoropoulos International Conference on Theory and Applications of Satisfiability …, 2018 | 43 | 2018 |
Training Data Influence Analysis and Estimation: A Survey Z Hammoudeh, D Lowd arXiv preprint arXiv:2212.04612, 2022 | 30 | 2022 |
Learning from Positive and Unlabeled Data with Arbitrary Positive Shift Z Hammoudeh, D Lowd Advances in Neural Information Processing Systems 33 (NeurIPS'20), 2020 | 28 | 2020 |
Identifying a training-set attack's target using renormalized influence estimation Z Hammoudeh, D Lowd Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications …, 2022 | 20 | 2022 |
Adapting and evaluating influence-estimation methods for gradient-boosted decision trees J Brophy, Z Hammoudeh, D Lowd Journal of Machine Learning Research 24 (154), 1-48, 2023 | 15 | 2023 |
Fast and flexible probabilistic model counting D Achlioptas, Z Hammoudeh, P Theodoropoulos International Conference on Theory and Applications of Satisfiability …, 2018 | 15 | 2018 |
Clustering-based, fully automated mixed-bag jigsaw puzzle solving Z Hammoudeh, C Pollett Computer Analysis of Images and Patterns: 17th International Conference …, 2017 | 9* | 2017 |
Reducing Certified Regression to Certified Classification for General Poisoning Attacks Z Hammoudeh, D Lowd 1st IEEE Conference on Secure and Trustworthy Machine Learning (SaTML'23), 2023 | 7 | 2023 |
Large language models are better adversaries: Exploring generative clean-label backdoor attacks against text classifiers W You, Z Hammoudeh, D Lowd arXiv preprint arXiv:2310.18603, 2023 | 5 | 2023 |
Simple, Attack-Agnostic Defense Against Targeted Training Set Attacks Using Cosine Similarity Z Hammoudeh, D Lowd ICML'21 Workshop on Uncertainty & Robustness in Deep Learning (UDL), 2021 | 5 | 2021 |
Provable Robustness Against a Union of Adversarial Attacks Z Hammoudeh, D Lowd arXiv preprint arXiv:2302.11628, 2023 | 3* | 2023 |
Make deep learning great again: character-level RNN speech generation in the style of Donald Trump B Sherman, Z Hammoudeh | 3 | 2017 |
On the practicality of learning models for network telemetry J Soheil, Z Hammoudeh, R Durairajan, D Lowd, R Rejaie, W Willinger Proceedings of Network Traffic Measurement and Analysis Conference, 2020 | 2 | 2020 |
Provable Robustness against a Union of L_0 Adversarial Attacks Z Hammoudeh, D Lowd Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21134 …, 2024 | 1 | 2024 |
Certified and Forensic Defenses against Poisoning and Backdoor Attacks Z Hammoudeh University of Oregon, 2024 | | 2024 |
Training Set Influence Analysis and Estimation Z Hammoudeh | | 2022 |
What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations Z Xie, J Brophy, A Noack, W You, K Asthana, C Perkins, SA Reis, ... Proceedings of the Fourth Blackbox NLP Workshop on Analyzing and …, 2021 | | 2021 |
Positive-Unlabeled Learning with Arbitrarily Non-Representative Labeled Data Z Hammoudeh, D Lowd ICML'20 Workshop on Uncertainty & Robustness in Deep Learning (UDL), 2020 | | 2020 |