Zayd Hammoudeh

According to our database, Zayd Hammoudeh authored at least 14 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Training data influence analysis and estimation: a survey.

Zayd Hammoudeh, Daniel Lowd

Mach. Learn., May, 2024

Provable Robustness against a Union of L_0 Adversarial Attacks.

Zayd Hammoudeh, Daniel Lowd

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees.

Jonathan Brophy, Zayd Hammoudeh, Daniel Lowd

J. Mach. Learn. Res., 2023

Feature Partition Aggregation: A Fast Certified Defense Against a Union of Sparse Adversarial Attacks.

Zayd Hammoudeh, Daniel Lowd

CoRR, 2023

Reducing Certified Regression to Certified Classification for General Poisoning Attacks.

Zayd Hammoudeh, Daniel Lowd

Proceedings of the 2023 IEEE Conference on Secure and Trustworthy Machine Learning, 2023

Large Language Models Are Better Adversaries: Exploring Generative Clean-Label Backdoor Attacks Against Text Classifiers.

Wencong You, Zayd Hammoudeh, Daniel Lowd

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Reducing Certified Regression to Certified Classification.

Zayd Hammoudeh, Daniel Lowd

CoRR, 2022

Identifying a Training-Set Attack's Target Using Renormalized Influence Estimation.

Zayd Hammoudeh, Daniel Lowd

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021

What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations.

Zhouhang Xie, Jonathan Brophy, Adam Noack, Wencong You, Kalyani Asthana, Carter Perkins, Sabrina Reis, Zayd Hammoudeh, Daniel Lowd, Sameer Singh

Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

2020

On the Practicality of Learning Models for Network Telemetry.

Soheil Jamshidi, Zayd Hammoudeh, Ramakrishnan Durairajan, Daniel Lowd, Reza Rejaie, Walter Willinger

Proceedings of the 4th Network Traffic Measurement and Analysis Conference, 2020

Learning from Positive and Unlabeled Data with Arbitrary Positive Shift.

Zayd Hammoudeh, Daniel Lowd

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Fast and Flexible Probabilistic Model Counting.

Dimitris Achlioptas, Zayd Hammoudeh, Panos Theodoropoulos

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2018, 2018

Fast Sampling of Perfectly Uniform Satisfying Assignments.

Dimitris Achlioptas, Zayd S. Hammoudeh, Panos Theodoropoulos

Proceedings of the Theory and Applications of Satisfiability Testing - SAT 2018, 2018

2017

Clustering-Based, Fully Automated Mixed-Bag Jigsaw Puzzle Solving.

Zayd Hammoudeh, Chris Pollett

Proceedings of the Computer Analysis of Images and Patterns, 2017