Kassem Fawaz
7 papers · 2020–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (10)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(18)
β
The Questioner
Conferences
ICML (2)
AAAI (1)
ACL (1)
EMNLP (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
adversarial attack
(2)
ensemble learning
(1)
unsupervised clustering
(1)
data augmentation
(1)
face recognition
(1)
ai safety
(1)
semantic matching
(1)
text retrieval
(1)
black-box attack
(1)
generative model
(1)
adversarial perturbation
(1)
text embedding
(1)
text-to-image diffusion
(1)
adversarial example
(1)
jailbreak attack
(1)
distributional shift
(1)
model invariance
(1)
demographic disparity
(1)
image scaling
(1)
decision-based attack
(1)
Papers
D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles
WACV 2024
Limitations of Face Image Generation
AAAI 2024
PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails
ACL 2024
Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates
ICML 2024
On the Limitations of Stochastic Pre-processing Defenses
NIPS 2022
Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning Systems
ICML 2022
Surfacing Privacy Settings Using Semantic Matching
EMNLP 2020