Yuval Elovici
17 papers · 2021–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (36) π Conference Polyglot Β· Silver π€ Dynamic Duo (14)
ποΈ
Keyword Collector
(76)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(13)
Artificial Intelligence
(10)
Core AI
(10)
Application Areas
(9)
Deep Learning
(8)
Learning Types Β· Machine Learning
(8)
Computer Vision
(7)
Analysis
(5)
Learning Types Β· Deep Learning
(4)
Architectures
(3)
Natural Language Processing
(2)
Security & Privacy
(2)
Models
(2)
Optimization & Theory
(2)
Privacy
(2)
Keywords
object detection
(5)
adversarial attack
(4)
visual question answering
(3)
multimodal learning
(3)
image captioning
(2)
vision transformer
(2)
adversarial robustness
(2)
multimodal model
(2)
large language model
(2)
adversarial patch
(2)
domain generalization
(2)
out-of-distribution detection
(2)
vision-language model
(2)
membership inference
(2)
knowledge distillation
(1)
uncertainty quantification
(1)
benchmark evaluation
(1)
image classification
(1)
computer vision
(1)
multi-label classification
(1)
Papers
AntiStyler: Defending Object Detection Models Against Adversarial Patch Attacks Using Style Removal
CVPR 2026
DIESEL: A Lightweight Inference-Time Safety Enhancement for Language Models
ACL 2025
DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection
WACV 2025
DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation
AAAI 2025
Gradient Inversion of Multimodal Models
ICML 2025
KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models
AAAI 2025
QuantAttack: Exploiting Quantization Techniques to Attack Vision Transformers
WACV 2025
Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack
EMNLP 2025
Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models
CVPR 2025
AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems
ECCV 2024
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms
NeurIPS 2024
Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models
NeurIPS 2024
YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection
CVPR 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
NeurIPS 2022
The Translucent Patch: A Physical and Universal Attack on Object Detectors
CVPR 2021