Zayd Hammoudeh

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Naive Bayes Classification

Text Classifiers

Top Venues

Publications

Zayd Hammoudeh, Daniel Lowd
Training data influence analysis and estimation: a survey. Mach. Learn. 113 (5) (2024)
Zayd Hammoudeh, Daniel Lowd
Provable Robustness against a Union of L_0 Adversarial Attacks. AAAI (2024)
Jonathan Brophy, Zayd Hammoudeh, Daniel Lowd
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees. J. Mach. Learn. Res. 24 (2023)
Wencong You, Zayd Hammoudeh, Daniel Lowd
Large Language Models Are Better Adversaries: Exploring Generative Clean-Label Backdoor Attacks Against Text Classifiers. CoRR (2023)
Zayd Hammoudeh, Daniel Lowd
Feature Partition Aggregation: A Fast Certified Defense Against a Union of Sparse Adversarial Attacks. CoRR (2023)
Wencong You, Zayd Hammoudeh, Daniel Lowd
Large Language Models Are Better Adversaries: Exploring Generative Clean-Label Backdoor Attacks Against Text Classifiers. EMNLP (Findings) (2023)
Zayd Hammoudeh, Daniel Lowd
Reducing Certified Regression to Certified Classification for General Poisoning Attacks. SaTML (2023)
Zayd Hammoudeh, Daniel Lowd
Identifying a Training-Set Attack's Target Using Renormalized Influence Estimation. CoRR (2022)
Zayd Hammoudeh, Daniel Lowd
Training Data Influence Analysis and Estimation: A Survey. CoRR (2022)
Zayd Hammoudeh, Daniel Lowd
Identifying a Training-Set Attack's Target Using Renormalized Influence Estimation. CCS (2022)
Zayd Hammoudeh, Daniel Lowd
Reducing Certified Regression to Certified Classification. CoRR (2022)
Jonathan Brophy, Zayd Hammoudeh, Daniel Lowd
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees. CoRR (2022)
Zhouhang Xie, Jonathan Brophy, Adam Noack, Wencong You, Kalyani Asthana, Carter Perkins, Sabrina Reis, Zayd Hammoudeh, Daniel Lowd, Sameer Singh
What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations. BlackboxNLP@EMNLP (2021)
Soheil Jamshidi, Zayd Hammoudeh, Ramakrishnan Durairajan, Daniel Lowd, Reza Rejaie, Walter Willinger
On the Practicality of Learning Models for Network Telemetry. TMA (2020)
Zayd Hammoudeh, Daniel Lowd
Learning from Positive and Unlabeled Data with Arbitrary Positive Shift. NeurIPS (2020)
Zayd Hammoudeh, Daniel Lowd
Learning from Positive and Unlabeled Data with Arbitrary Positive Shift. CoRR (2020)
Dimitris Achlioptas, Zayd Hammoudeh, Panos Theodoropoulos
Fast and Flexible Probabilistic Model Counting. SAT (2018)
Zayd Hammoudeh, Chris Pollett
Clustering-Based, Fully Automated Mixed-Bag Jigsaw Puzzle Solving. CAIP (2) (2017)