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
29 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
19 2022 Fast and flexible probabilistic model counting D Achlioptas, Z Hammoudeh, P Theodoropoulos
International Conference on Theory and Applications of Satisfiability …, 2018
15 2018 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
14 2023 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 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 Certified and Forensic Defenses against Poisoning and Backdoor Attacks Z Hammoudeh
University of Oregon, 2024
2024 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
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 
Daniel LowdAssociate Professor of Computer Science, University of OregonBestätigte E-Mail-Adresse bei cs.uoregon.edu
