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Yuval Elovici

ben-gurion university of the negev

62H-index
660Paper Count
1.5WCitation Count
Published Papers 108
Publication Date
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Building trust in AI-driven venture capital decisions: A comparative study of SHAP and GPT explanations
errJournal of Behavioral and Experimental Finance
IF4.7
err2026-02-02
err0
errOAAI
errRonald Setty; Yuval Elovici; Dafna Schwartz
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errSave
Towards an End-to-End (E2E) Adversarial Learning and Application in the Physical World
errJournal of Cybersecurity and Privacy
IF0
err2025-12-01
err0
PREAI
errBiton, Dudi; Shams, Jacob; Koda, Satoru; Shabtai, Asaf; Elovici, Yuval; Nassi, Ben
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errSave
Addressing key challenges of adversarial attacks and defenses in the tabular domain: A methodological framework for coherence and consistency
errApplied Soft Computing
IF6.6
err2025-10-04
err0
errOAAI
errYael Itzhakev; Amit Giloni; Yuval Elovici; Asaf Shabtai
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errSave
RAPID: Robust APT Detection and Investigation Using Context-Aware Deep Learning
errComputer Networks
IF4.6
err2025-10-02
err0
PREAI
errYonatan Amaru; Prasanna N. Wudali; Yuval Elovici; Asaf Shabtai
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errSave
Toward practical human-interpretable explanations
errMachine Learning
IF2.9
err2025-08-19
err0
errOAAI
errAlon Malach; Amiel Meiseles; Ron Bitton; Satoru Momiyama; Toshinori Araki; Jun Furukawa; Yuval Elovici; Asaf Shabtai
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errSave
Observability and Incident Response in Managed Serverless Environments Using Ontology-Based Log Monitoring
errIEEE Transactions on Cloud Computing
IF5
err2025-08-12
err0
PREAI
errLavi Ben-Shimol; Edita Grolman; Aviad Elyashar; Inbar Maimon; Dudu Mimran; Oleg Brodt; Martin Strassmann; Heiko Lehmann; Yuval Elovici; Asaf Shabtai
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errSave
Threat impact analysis of man-in-the-middle attacks on delay-based geolocation on the internet
errComputer Networks
IF4.6
err2025-08-05
err0
PREAI
errBar Pincu; Aviram Zilberman; Ilia Leibovich; Rami Puzis; Andikan Otung; Motoyoshi Sekiya; Yuval Elovici
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errSave
Using image conversion techniques to detect adversarial examples in machine learning models for tabular data
errApplied Soft Computing
IF6.6
err2025-06-04
err0
PREAI
errZahi Kapri; Edita Grolman; Ikuya Morikawa; Toshiya Shimizu; Yuval Elovici; Asaf Shabtai
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errSave
CyberShapley: Explanation, prioritization, and triage of cybersecurity alerts using informative graph representation
errCOMPUTERS & SECURITY
IF5.4
err2025-03-01
err1
PREAI
errMalach, Alon; Wudali, Prasanna N.; Momiyama, Satoru; Furukawa, Jun; Araki, Toshinori; Elovici, Yuval; Shabtai, Asaf
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errSave
A Survey on Geolocation on the Internet
errIEEE Communications Surveys & Tutorials
IF0
err2024-12-16
err0
PREAI
errAviram Zilberman; Adi Offer; Bar Pincu; Yoni Glickshtein; Roi Kant; Oleg Brodt; Andikan Otung; Rami Puzis; Asaf Shabtai; Yuval Elovici
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errSave
Ranking the Transferability of Adversarial Examples
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-10-12
err0
errOAAI
errLevy, Moshe; Amit, Guy; Elovici, Yuval; Mirsky, Yisroel
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errSave
OSSIntegrity: Collaborative open-source code integrity verification
errCOMPUTERS & SECURITY
IF5.4
err2024-09-01
err0
PREAI
errNahum, Mor; Grolman, Edita; Maimon, Inbar; Mimran, Dudu; Brodt, Oleg; Elyashar, Aviad; Elovici, Yuval; Shabtai, Asaf
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errSave
X-Detect: explainable adversarial patch detection for object detectors in retail
errMACHINE LEARNING
IF2.9
err2024-06-19
err0
errOAAI
errHofman, Omer; Giloni, Amit; Hayun, Yarin; Morikawa, Ikuya; Shimizu, Toshiya; Elovici, Yuval; Shabtai, Asaf
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errSave
Cost-sensitive machine learning to support startup investment decisions
errINTELLIGENT SYSTEMS IN ACCOUNTING FINANCE & MANAGEMENT
IF3.7
err2024-02-13
err1
errOAAI
errSetty, Ronald; Elovici, Yuval; Schwartz, Dafna
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errSave
BENN: Bias Estimation Using a Deep Neural Network
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err2
errOAAI
errGiloni, Amit; Grolman, Edita; Hagemann, Tanja; Fromm, Ronald; Fischer, Sebastian; Elovici, Yuval; Shabtai, Asaf
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errSave
Attack Hypotheses Generation Based on Threat Intelligence Knowledge Graph
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2023-11-01
err17
PREAI
errKaiser, Florian Klaus; Dardik, Uriel; Elitzur, Aviad; Zilberman, Polina; Daniel, Nir; Wiens, Marcus; Schultmann, Frank; Elovici, Yuval; Puzis, Rami
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errSave
Adversarial Attacks Against IoT Identification Systems
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2023-05-01
err8
PREAI
errKotak, Jaidip; Elovici, Yuval
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errSave
Information Security Threats and Working from Home Culture: Taxonomy, Risk Assessment and Solutions
errSENSORS
IF3.5
err2023-04-15
err5
errOAAI
errKotak, Jaidip; Habler, Edan; Brodt, Oleg; Shabtai, Asaf; Elovici, Yuval
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errSave
Sweep-to-Unlock: Fingerprinting Smartphones Based on Loudspeaker Roll-Off Characteristics
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2023-04-01
err4
PREAI
errBerdich, Adriana; Groza, Bogdan; Mayrhofer, Rene; Levy, Efrat; Shabtai, Asaf; Elovici, Yuval
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Enabling object detectors to better distinguish between real and fake objects in semi- autonomous and fully autonomous vehicles. Protecting Autonomous Cars from Phantom Attacks
errCOMMUNICATIONS OF THE ACM
IF12.2
err2023-03-23
err0
errOAAI
errNassi, Ben; Mirsky, Yisroel; Shams, Jacob; Ben-Netanel, Raz; Nassi, Dudi; Elovici, Yuval
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Kim‐Kwang Raymond Choo
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A
Alex Pentland
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刘洋 (Yang Liu)
H-index: 106 · Papers: 3.5K
C
C. Lee Giles
H-index: 95 · Papers: 731
E
Eduardo Blumwald
H-index: 86 · Papers: 261
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