PPaperPicks

Yuval Elovici

Telekom Innovation Laboratories at Ben-Gurion University of the Negev, Beer-Sheva, Israel

22 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9641-128X ↗Google Scholar ↗Homepage ↗

Venues

ECAI ×3AAAI ×2CVPR ×2ICST ×2NeurIPS ×2WACV ×2ACL ×1AsiaCCS ×1ECCV ×1EMNLP ×1ICML ×1ISSTA ×1IUI ×1S&P ×1WWW ×1

Frequent coauthors

Asaf Shabtai
×20
Alon Zolfi
×5
Omer Hofman
×4
Ido Hersko
×3
Yitschak Cahana
×3
Dudu Mimran
×3
Edita Grolman
×3
Amit Giloni
×3
Amit Baras
×3
Avishag Shapira
×2
Hisashi Kojima
×2
Ikuya Morikawa
×2

Papers

  1. ATAG: AI-Agent Application Threat Assessment with Attack Graphs
    AsiaCCS 2026 ·
    Parth Atulbhai Gandhi
    ,
    David Tayouri
    ,
    Akansha Shukla
    ,
    Beni Ifland
    , Yuval Elovici,
    Rami Puzis
    ,
    Asaf Shabtai
  2. Feature Masking Isn't Enough: Auxiliary-Data Membership Inference on Tabular Models with Missing Features
    ICST 2026 ·
    Elran Oren
    ,
    Ido Hersko
    ,
    Yitschak Cahana
    ,
    Asaf Shabtai
    , Yuval Elovici
  3. ImpReSS: Designing and Evaluating a Lightweight Implicit Recommender System in Conversational Support Agents
    IUI 2026 ·
    Omri Haller
    ,
    Yair Meidan
    ,
    Dudu Mimran
    , Yuval Elovici,
    Asaf Shabtai
  4. TSV: Training Set Verification - Detection of Unauthorized Data Additions to the Training Set of Machine Learning Models Using Out-of-Distribution Technique
    ICST 2026 ·
    Ido Hersko
    ,
    Edita Grolman
    ,
    Yitschak Cahana
    ,
    Asaf Shabtai
    , Yuval Elovici
  5. CodeCloak: A Method for Mitigating Code Leakage by LLM Code Assistants
    ECAI 2025 ·
    Amit Finkman Noah
    ,
    Avishag Shapira
    ,
    Eden Bar-Kochva
    ,
    Inbar Maimon
    ,
    Dudu Mimran
    , Yuval Elovici,
    Asaf Shabtai
  6. DIESEL: A Lightweight Inference-Time Safety Enhancement for Language Models
    ACL 2025 ·
    Ben Ganon
    ,
    Alon Zolfi
    ,
    Omer Hofman
    ,
    Inderjeet Singh
    ,
    Hisashi Kojima
    , Yuval Elovici,
    Asaf Shabtai
  7. DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation
    AAAI 2025 ·
    Tom Segal
    ,
    Asaf Shabtai
    , Yuval Elovici
  8. DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection
    WACV 2025 ·
    Amit Giloni
    ,
    Omer Hofman
    ,
    Ikuya Morikawa
    ,
    Toshiya Shimizu
    , Yuval Elovici,
    Asaf Shabtai
  9. Gradient Inversion of Multimodal Models
    ICML 2025 ·
    Omri Ben Hemo
    ,
    Alon Zolfi
    ,
    Oryan Yehezkel
    ,
    Omer Hofman
    ,
    Roman Vainshtein
    ,
    Hisashi Kojima
    , Yuval Elovici,
    Asaf Shabtai
  10. KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models
    AAAI 2025 ·
    Yarin Yerushalmi Levi
    ,
    Edita Grolman
    ,
    Idan Yankelev
    ,
    Amit Giloni
    ,
    Omer Hofman
    ,
    Toshiya Shimizu
    ,
    Asaf Shabtai
    , Yuval Elovici
  11. LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI
    WWW 2025 ·
    Yuval Schwartz
    ,
    Lavi Ben-Shimol
    ,
    Dudu Mimran
    , Yuval Elovici,
    Asaf Shabtai
  12. Multi-Feature Membership Analysis for Tabular Regression Models: Towards Data Sovereignty
    ECAI 2025 ·
    Yitschak Cahana
    ,
    Ido Hersko
    ,
    Noa Wegerhoff
    , Yuval Elovici,
    Asaf Shabtai
  13. QuantAttack: Exploiting Quantization Techniques to Attack Vision Transformers
    WACV 2025 ·
    Amit Baras
    ,
    Alon Zolfi
    , Yuval Elovici,
    Asaf Shabtai
  14. Robust Vulnerability Detection across Compilations: LLVM-IR vs. Assembly with Transformer Model
    ISSTA 2025 ·
    Rony Shir
    ,
    Priyanka Prakash Surve
    , Yuval Elovici,
    Asaf Shabtai
  15. Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack
    EMNLP 2025 ·
    Sagiv Antebi
    ,
    Edan Habler
    ,
    Asaf Shabtai
    , Yuval Elovici
  16. Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models
    CVPR 2025 ·
    Daniel Samira
    ,
    Edan Habler
    , Yuval Elovici,
    Asaf Shabtai
  17. AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems
    ECCV 2024 ·
    Roye Katzav
    ,
    Amit Giloni
    ,
    Edita Grolman
    ,
    Hiroo Saito
    ,
    Tomoyuki Shibata
    ,
    Tsukasa Omino
    ,
    Misaki Komatsu
    ,
    Yoshikazu Hanatani
    , Yuval Elovici,
    Asaf Shabtai
  18. DataDetective: Dataset Watermarking for Leaker Identification in ML Training
    ECAI 2024 ·
    Noa Wegerhoff
    ,
    Avishag Shapira
    , Yuval Elovici,
    Asaf Shabtai
  19. DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms
    NeurIPS 2024 ·
    Oryan Yehezkel
    ,
    Alon Zolfi
    ,
    Amit Baras
    , Yuval Elovici,
    Asaf Shabtai
  20. Video-Based Cryptanalysis: Extracting Cryptographic Keys from Video Footage of a Device's Power LED Captured by Standard Video Cameras
    S&P 2024 ·
    Ben Nassi
    ,
    Etay Iluz
    ,
    Or Hai Cohen
    ,
    Ofek Vayner
    ,
    Dudi Nassi
    ,
    Boris Zadov
    , Yuval Elovici
  21. Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models
    NeurIPS 2024 ·
    Nitzan Bitton Guetta
    ,
    Aviv Slobodkin
    ,
    Aviya Maimon
    ,
    Eliya Habba
    ,
    Royi Rassin
    ,
    Yonatan Bitton
    ,
    Idan Szpektor
    ,
    Amir Globerson
    , Yuval Elovici
  22. YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection
    CVPR 2024 ·
    Alon Zolfi
    ,
    Guy Amit
    ,
    Amit Baras
    ,
    Satoru Koda
    ,
    Ikuya Morikawa
    , Yuval Elovici,
    Asaf Shabtai