Zayd Hammoudeh
5 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Renaissance Researcher (6) π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (15)
π§
Keyword Pioneer
π
Keyword Champion
Conferences
EMNLP (2)
AAAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
backdoor attack
(2)
poisoning attack
(2)
natural language processing
(1)
text classification
(1)
sentiment classification
(1)
adversarial training
(1)
model interpretability
(1)
adversarial attack
(1)
latent representation
(1)
randomized smoothing
(1)
binary classifier
(1)
domain shift
(1)
positive-unlabeled learning
(1)
unlabeled datum
(1)
certified defense
(1)
adversarial text
(1)
influence estimation
(1)
gradient boosted decision tree
(1)
perturbation detection
(1)
large language model
(1)
Papers
Provable Robustness against a Union of L_0 Adversarial Attacks
AAAI 2024
Large Language Models Are Better Adversaries: Exploring Generative Clean-Label Backdoor Attacks Against Text Classifiers
EMNLP 2023
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees
JMLR 2023
What Models Know About Their Attackers: Deriving Attacker Information From Latent Representations
EMNLP 2021
Learning from Positive and Unlabeled Data with Arbitrary Positive Shift
NIPS 2020