Kassem Fawaz
7 papers · 2020–2024 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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The Questioner
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Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types
(4)
Application Areas
(3)
Computer Vision
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Computer Science
(1)
Analysis
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
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)
control flow
(1)
image scaling
(1)
Papers
D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles
WACV 2024
Do Large Code Models Understand Programming Concepts? Counterfactual Analysis for Code Predicates
ICML 2024
Limitations of Face Image Generation
AAAI 2024
PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails
ACL 2024
On the Limitations of Stochastic Pre-processing Defenses
NeurIPS 2022
Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning Systems
ICML 2022
Surfacing Privacy Settings Using Semantic Matching
EMNLP 2020