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Nael B. Abu-Ghazaleh

36 papers hereh-index 161.5k citations61 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author17
  • last author18

Across the 35 of 36 papers where every author was matched, so the position is known.

fields
  • cs.CR18
  • cs.LG4
  • cs.AI3
  • cs.CL3
  • cs.CV3
  • cs.AR2

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedDefensive Approximation: Securing CNNs using Approximate Computing

46 citations · 133 across the 34 of their papers we have counts for

collaborators
Showing 2023 · cs.CRShow all

3 papers · 2 filters

cs.CR2023★ 1 cited

That Doesn't Go There: Attacks on Shared State in Multi-User Augmented Reality Applications

Carter Slocum, Yicheng Zhang, Erfan Shayegani +3

Augmented Reality (AR) is expected to become a pervasive component in enabling shared virtual experiences. In order to facilitate collaboration among multiple users, it is crucial…

cs.CR2023★ 11 cited

Jailbreak in pieces: Compositional Adversarial Attacks on Multi-Modal Language Models

Erfan Shayegani, Yue Dong, Nael Abu-Ghazaleh

We introduce new jailbreak attacks on vision language models (VLMs), which use aligned LLMs and are resilient to text-only jailbreak attacks. Specifically, we develop cross-modalit…

cs.CR2023★ 1 cited

Jedi: Entropy-based Localization and Removal of Adversarial Patches

Bilel Tarchoun, Anouar Ben Khalifa, Mohamed Ali Mahjoub +2

Real-world adversarial physical patches were shown to be successful in compromising state-of-the-art models in a variety of computer vision applications. Existing defenses that are…

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