Yuval Elovici

Full Professor, Information and Software Engineering, Ben Gurion University of the Negev, Technion

Joined

July 2019

Names

Yuval Elovici

Emails

****@bgu.ac.il (Confirmed)

Personal Links

Career & Education History

Full Professor

Information and Software Engineering, Ben Gurion University of the Negev, Technion (bgu.ac.il)

2012 – Present

Advisors, Relations & Conflicts

PhD Advisor

Niv Ahituv

1994 – 1998

Expertise

Adversarial AI

2016 – Present

Cyber Security

1998 – Present

Publications

Training-Free Policy Violation Detection via Activation-Space Whitening in LLMs
Oren Rachmil, Roy Betser, Itay Gershon, Omer Hofman, Nitay Yakoby, Yuval Meron, Idan Yankelev, Asaf Shabtai, Yuval Elovici, Roman Vainshtein
- DAI Poster
- Readers: Everyone
COMPOTE: Generating a Dataset of Real-World Binary Level Vulnerabilities
Uri Zlotkin, Rony Shir, Inbar Maimon, Oleg Brodt, Yuval Elovici, Asaf Shabtai
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs
Eyal German, Sagiv Antebi, Daniel Samira, Asaf Shabtai, Yuval Elovici
- ICLR 2026 Poster
- Readers: Everyone
VPN-Encrypted Network Traffic Classification Using a Time-Series Approach
Jaidip Kotak, Idan Yankelev, Idan Bibi, Yuval Elovici, Asaf Shabtai
- OpenReview Archive Direct Upload
- Readers: Everyone
KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models
Yarin Yerushalmi Levi, Edita Grolman, Idan Yankelev, Amit Giloni, Omer Hofman, Toshiya Shimizu, Asaf Shabtai, Yuval Elovici
- OpenReview Archive Direct Upload
- Readers: Everyone
Gradient Inversion of Multimodal Models
Omri Ben Hemo, Alon Zolfi, Oryan Yehezkel, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Yuval Elovici, Asaf Shabtai
- ICML 2025 poster
- Readers: Everyone
LLMCloudHunter: Harnessing LLMs for Automated Extraction of Detection Rules from Cloud-Based CTI
Yuval Schwartz, Lavi Ben-Shimol, Dudu Mimran, Yuval Elovici, Asaf Shabtai
- WWW 2025 Poster
- Readers: Everyone
CodeCloak: A Method for Mitigating Code Leakage by LLM Code Assistants
Amit Finkman Noah, Avishag Shapira, Eden Bar Kochva, Inbar Maimon, Dudu Mimran, Yuval Elovici, Asaf Shabtai
- Submitted to ICLR 2025
- Readers: Everyone
DIESEL - Dynamic Inference-Guidance via Evasion of Semantic Embeddings in LLMs
Ben Ganon, Alon Zolfi, Omer Hofman, Inderjeet Singh, Hisashi Kojima, Yuval Elovici, Asaf Shabtai
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models
Nitzan Bitton Guetta, Aviv Slobodkin, Aviya Maimon, Eliya Habba, Royi Rassin, Yonatan Bitton, Idan Szpektor, Amir Globerson, Yuval Elovici
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone

View all 16 publications

Co-Authors

View all 54 co-authors