Yuval Elovici
16 papers · 2021–2025 · 9 conferences · across top CS/AI conferences
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Conferences
CVPR (3)
NIPS (3)
WACV (3)
AAAI (2)
ACL (1)
ECCV (1)
EMNLP (1)
ICCV (1)
ICML (1)
Top co-authors
Research topics
Keywords
object detection
(4)
adversarial attack
(4)
visual question answering
(3)
vision transformer
(2)
image captioning
(2)
domain generalization
(2)
adversarial patch
(2)
membership inference
(2)
large language model
(2)
out-of-distribution detection
(2)
multimodal learning
(2)
knowledge distillation
(1)
adversarial robustness
(1)
data augmentation
(1)
privacy attack
(1)
uncertainty quantification
(1)
autonomous driving
(1)
computer vision
(1)
benchmark evaluation
(1)
multi-label classification
(1)
Papers
QuantAttack: Exploiting Quantization Techniques to Attack Vision Transformers
WACV 2025
KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models
AAAI 2025
DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation
AAAI 2025
DIESEL: A Lightweight Inference-Time Safety Enhancement for Language Models
ACL 2025
Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models
CVPR 2025
Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack
EMNLP 2025
Gradient Inversion of Multimodal Models
ICML 2025
DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection
WACV 2025
YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection
CVPR 2024
Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models
NIPS 2024
AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems
ECCV 2024
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms
NIPS 2024
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images
ICCV 2023
Fair and Accurate Age Prediction Using Distribution Aware Data Curation and Augmentation
WACV 2022
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models
NIPS 2022
The Translucent Patch: A Physical and Universal Attack on Object Detectors
CVPR 2021