Nael Abu-Ghazaleh
5 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
adversarial attack
(4)
safety alignment
(2)
adversarial patch
(2)
object detection
(2)
jailbreak attack
(2)
multimodal language model
(2)
defense mechanism
(1)
llm safety
(1)
entropy analysis
(1)
image recovery
(1)
deformable transformer
(1)
cross-modality alignment
(1)
attention manipulation
(1)
large language model
(1)
patch localization
(1)
adversarial learning
(1)
deformable vision transformer
(1)
vision transformer
(1)
computer vision
(1)
attention mechanism
(1)
Papers
Adversarial Attention Deficit: Fooling Deformable Vision Transformers with Collaborative Adversarial Patches
WACV 2025
Attention Eclipse: Manipulating Attention to Bypass LLM Safety-Alignment
EMNLP 2025
Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models
ICLR 2024
Vulnerabilities of Large Language Models to Adversarial Attacks
ACL 2024
Jedi: Entropy-Based Localization and Removal of Adversarial Patches
CVPR 2023