Research output per year
Research output per year
Personal profile
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Dive into the research topics where Yuval Elovici is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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TuneMIA: Membership Inference Attack on Latent Diffusion Models
Azulay, N., Habler, I., Shabtai, A. & Elovici, Y., 1 Jan 2027, Pattern Recognition - 28th International Conference, ICPR 2026, Proceedings. De Marsico, M., Ho, T. K., Jurie, F., Liu, C.-L., Lopresti, D., Nyström, I., Ogier, J.-M., Ross, A. & Wang, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 183-197 15 p. (Lecture Notes in Computer Science; vol. 16813 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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 Access1 Scopus citations -
ATAG: AI-Agent Application Threat Assessment with Attack Graphs
Gandhi, P. A., Tayouri, D., Shukla, A., Ifland, B., Elovici, Y., Puzis, R. & Shabtai, A., 4 Jun 2026, ASIA CCS 2026 - Proceedings of the 21st ACM ASIA Conference on Computer and Communications Security. Association for Computing Machinery, Inc, p. 805-819 15 p. (ASIA CCS 2026 - Proceedings of the 21st ACM ASIA Conference on Computer and Communications Security).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Building trust in AI-driven venture capital decisions: A comparative study of SHAP and GPT explanations
Setty, R., Elovici, Y. & Schwartz, D., 1 Mar 2026, In: Journal of Behavioral and Experimental Finance. 49, 101148.Research output: Contribution to journal › Article › peer-review
Open Access -
Feature Masking Isn't Enough: Auxiliary-Data Membership Inference on Tabular Models with Missing Features
Oren, E., Hersko, I., Cahana, Y., Shabtai, A. & Elovici, Y., 1 Jan 2026, Proceedings - 2026 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2026. Institute of Electrical and Electronics Engineers, p. 288-297 10 p. (Proceedings - 2026 IEEE International Conference on Software Testing, Verification and Validation Workshops, ICSTW 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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ImpReSS: Designing and Evaluating a Lightweight Implicit Recommender System in Conversational Support Agents
Haller, O., Meidan, Y., Mimran, D., Elovici, Y. & Shabtai, A., 22 Mar 2026, IUI 2026 - Proceedings of the 2026 Conference on Intelligent User Interfaces. Kuflik, T., Kleanthous, S., Chen, L., Jaccuci, G. & Renner, A. (eds.). Association for Computing Machinery, p. 156-173 18 p. (International Conference on Intelligent User Interfaces, Proceedings IUI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
LumiMAS: A Comprehensive Framework for Real-Time Monitoring and Enhanced Observability in Multi-Agent Systems
Solomon, R., Levi, Y. Y., Vaknin, L., Aizikovich, E., Baras, A., Ohana, E., Giloni, A., Bose, S., Picardi, C., Elovici, Y. & Shabtai, A., 24 May 2026, AAMAS 2026 - Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems. Association for Computing Machinery, Inc, p. 3749-3757 9 p. (AAMAS 2026 - Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
MAStitch: Unifying Local and Global Perspectives for Anomaly Detection in Multi-Agent Systems
Vaknin, L., Levi, Y. Y., Solomon, R., Kotak, J., Giloni, A., Picardi, C., Vainshtein, R., Elovici, Y. & Shabtai, A., 24 May 2026, AAMAS 2026 - Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems. Association for Computing Machinery, Inc, p. 1875-1882 8 p. (AAMAS 2026 - Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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SAFEdit: Does Multi-Agent Decomposition Resolve the Reliability Challenges of Instructed Code Editing?
Tarshish, N., Selouk, N., Hodisan, D., Gafniel, B. E., Elovici, Y., Shabtai, A. & Nachmani, E., Jun 2026.Research output: Contribution to conference › Abstract
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SecMate: Multi-agent Adaptive Cybersecurity Troubleshooting with Tri-Context Personalization
Meidan, Y., Haller, O., Moshan, Y., David, S., Mimran, D., Elovici, Y. & Shabtai, A., 1 Jan 2026, Data and Applications Security and Privacy XL - 40th IFIP WG 11.3 Annual Conference, DBSec 2026, Proceedings. Palanisamy, B. & Samarati, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 434-447 14 p. (Lecture Notes in Computer Science; vol. 16576 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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
Datasets
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RT Spoofing Attacks on MIL-STD-1553 Communication Traffic
Porgador, A. (Contributor), Nameri, Y. (Contributor), Roytman, M. (Contributor), Steren, A. (Contributor), Yahalom, R. (Creator), Elovici, Y. (Contributor) & Barishev, D. (Contributor), Mendeley Data, 2019
DOI: 10.17632/jvgdrmjvs3.3, https://data.mendeley.com/datasets/jvgdrmjvs3
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