Abu-Ghazaleh, Nael

5 publications

ICLR 2026 Just Do It!? Computer-Use Agents Exhibit Blind Goal-Directedness Erfan Shayegani, Keegan Hines, Yue Dong, Nael Abu-Ghazaleh, Roman Lutz, Spencer Whitehead, Vidhisha Balachandran, Besmira Nushi, Vibhav Vineet

ICLR 2026 Misaligned Roles, Misplaced Images: Structural Input Perturbations Expose Multimodal Alignment Blind Spots Erfan Shayegani, G M Shahariar, Sara Abdali, Lei Yu, Nael Abu-Ghazaleh, Yue Dong

WACV 2025 Adversarial Attention Deficit: Fooling Deformable Vision Transformers with Collaborative Adversarial Patches Quazi Mishkatul Alam, Bilel Tarchoun, Ihsen Alouani, Nael Abu-Ghazaleh

ICLR 2024 Jailbreak in Pieces: Compositional Adversarial Attacks on Multi-Modal Language Models Erfan Shayegani, Yue Dong, Nael Abu-Ghazaleh

CVPR 2023 Jedi: Entropy-Based Localization and Removal of Adversarial Patches Bilel Tarchoun, Anouar Ben Khalifa, Mohamed Ali Mahjoub, Nael Abu-Ghazaleh, Ihsen Alouani