Research output per year
Research output per year
Personal profile
Research interests
I am a Professor at the Department of Information Systems Engineering at Ben-Gurion University.
My main research interests are in the fields of Machine Learning, Data Mining, Temporal Data Mining Recommender Systems, Cyber Security, Fraud Detection, Customer Analytics and Social Network.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Addressing key challenges of adversarial attacks and defenses in the tabular domain: A methodological framework for coherence and consistency
Itzhakev, Y., Giloni, A., Elovici, Y. & Shabtai, A., 1 Jan 2026, In: Applied Soft Computing. 186, 113998.Research output: Contribution to journal › Article › peer-review
Open Access -
AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems
Katzav, R., Giloni, A., Grolman, E., Saito, H., Shibata, T., Omino, T., Komatsu, M., Hanatani, Y., Elovici, Y. & Shabtai, A., 1 Jan 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 288-303 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15133 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Adversarial machine learning threat analysis and remediation in Open Radio Access Network (O-RAN)
Habler, E., Bitton, R., Avraham, D., Klevansky, E., Mimran, D., Brodt, O., Lehmann, H., Elovici, Y. & Shabtai, A., 1 Apr 2025, In: Journal of Network and Computer Applications. 236, 104090.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
A Reproducible and Open-Source Testbed for Satellite Cybersecurity
Peled, R., Idan, R., Galor, T., Chodeda, O., Marcus, E., Shabtai, A. & Elovici, Y., 21 Oct 2025, Proceedings of the 3rd ACM Conference on Reproducibility and Replicability, ACM REP 2025. Association for Computing Machinery, Inc, p. 51-61 11 p. (Proceedings of the 3rd ACM Conference on Reproducibility and Replicability, ACM REP 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
A Survey on Geolocation on the Internet
Zilberman, A., Offer, A., Pincu, B., Glickshtein, Y., Kant, R., Brodt, O., Otung, A., Puzis, R., Shabtai, A. & Elovici, Y., 1 Jan 2025, In: IEEE Communications Surveys and Tutorials. 27, 5, p. 3339-3381 43 p.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Atag: AI-Agent Application Threat Assessment with Attack Graphs
Gandhi, P. A., Shukla, A., Tayouri, D., Ifland, B., Elovici, Y., Puzis, R. & Shabtai, A., 3 Jun 2025, arXiv.Research output: Working paper/Preprint › Preprint
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CodeCloak: A Method for Mitigating Code Leakage by LLM Code Assistants
Finkman Noah, A., Shapira, A., Bar Kochva, E., Maimon, I., Mimran, D., Elovici, Y. & Shabtai, A., 21 Oct 2025, ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings. Lynce, I., Murano, N., Vallati, M., Villata, S., Chesani, F., Milano, M., Omicini, A. & Dastani, M. (eds.). IOS Press BV, p. 4418-4427 10 p. (Frontiers in Artificial Intelligence and Applications; vol. 413).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
CORAL: Container Online Risk Assessment with Logical attack graphs
Tayouri, D., Sgan Cohen, O., Maimon, I., Mimran, D., Elovici, Y. & Shabtai, A., 1 Mar 2025, In: Computers and Security. 150, 104296.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
CyberShapley: Explanation, prioritization, and triage of cybersecurity alerts using informative graph representation
Malach, A., Wudali, P. N., Momiyama, S., Furukawa, J., Araki, T., Elovici, Y. & Shabtai, A., 1 Mar 2025, In: Computers and Security. 150, 104270.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Detection of compromised functions in a serverless cloud environment
Ben-Shimol, L., Lavi, D., Klevansky, E., Brodt, O., Mimran, D., Elovici, Y. & Shabtai, A., 1 Mar 2025, In: Computers and Security. 150, 104261.Research output: Contribution to journal › Article › peer-review
5 Scopus citations
Thesis
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Applying Machine Learning Techniques and a Distributed Knowledge-Based Temporal-Abstraction Method in Computer Network Security
Shabtai, A. (Author), Elovici, Y. (Supervisor) & Shahar, Y. (Supervisor), 2012Student thesis: Doctoral Thesis
Press/Media
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New Cybersecurity and Privacy Findings from Ben-Gurion University of the Negev Published [Towards an End-to-End (E2E) Adversarial Learning and Application in the Physical World]
Nassi, B., Shabtai, A., Elovici, Y. & Shams, J.
6/01/26
1 item of Media coverage
Press/Media
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Ben-Gurion University of the Negev Details Findings in Engineering (D-score: an Expert-based Method for Assessing the Detectability of Iot-related Cyber-attacks)
Bitton, R., Shabtai, A. & Meidan, Y.
7/03/23
1 item of Media coverage
Press/Media
Datasets
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CADeSH Dataset: Collaborative Anomaly Detection for Smart Homes
Meidan, Y. (Creator), Avraham, D. (Creator), Libhaber, H. (Creator) & Shabtai, A. (Creator), ZENODO, 1 Apr 2022
DOI: 10.5281/zenodo.6406052, https://zenodo.org/record/6406052
Dataset
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Responses to AHP-style questionnaires regarding the publication "D-Score: A Novel Expert-Based Method for Assessing the Detectability of IoT-Related Cyber-Attacks"
Meidan, Y. (Creator), Benatar, D. (Creator), Biton, R. (Creator) & Shabtai, A. (Creator), ZENODO, 2020
DOI: 10.5281/zenodo.4018614, https://zenodo.org/record/4018614
Dataset
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IoT-deNAT: Outbound flow-based network traffic data of IoT and non-IoT devices behind a home NAT
Meidan, Y. (Creator), Sachidananda, V. (Creator), Peng, H. (Creator), Sagron, R. (Creator), Elovici, Y. (Creator), Shabtai, A. (Creator), Meidan, Y. (Contributor), Shabtai, A. (Contributor) & Elovici, Y. (Contributor), ZENODO, 2020
DOI: 10.5281/zenodo.3924770, https://zenodo.org/record/3924770
Dataset