Elovici, Yuval

Adversarial Machine Learning Attacks and Defense Methods in the Cyber Security Domain

Rosenberg, I., Shabtai, A., Elovici, Y., & Rokach, L. (2022) · ACM Computing Surveys

Adversarial Robustness in Machine LearningAdvanced Malware Detection Techniques

Cited by 295

Insight Into Insiders and IT: A Survey of Insider Threat Taxonomies, Analysis, Modeling, and Countermeasures

Homoliak, I., Toffalini, F., Guarnizo, J., Elovici, Y., & Ochoa, M. (2020) · ACM Computing Surveys

Information and Cyber SecurityNetwork Security and Intrusion Detection

Cited by 255

CT-GAN: Malicious Tampering of 3D Medical Imagery using Deep Learning

Mirsky, Y., Mahler, T., Shelef, I., & Elovici, Y. (2019) · arXiv

Digital Media Forensic DetectionAdversarial Robustness in Machine Learning

Cited by 168

The Threat of Offensive AI to Organizations

Mirsky, Y., Demontis, A., Kotak, J., Shankar, R., Gelei, D., Yang, L., Zhang, X., Pintor, M., Lee, W., Elovici, Y., et al. (2023) · Computers & Security

Adversarial Robustness in Machine LearningInformation and Cyber Security

Cited by 97

Detecting unknown computer worm activity via support vector machines and active learning

Nissim, N., Moskovitch, R., Rokach, L., & Elovici, Y. (2012) · Pattern Analysis and Applications

Network Security and Intrusion DetectionAdvanced Malware Detection Techniques

Cited by 61

Reverse Engineering IoT Devices: Effective Techniques and Methods

Shwartz, O., Mathov, Y., Bohadana, M., Elovici, Y., & Oren, Y. (2018) · IEEE Internet of Things Journal

IoT and Edge/Fog ComputingSecurity and Verification in Computing

Cited by 48

Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images

Bitton-Guetta, N., Bitton, Y., Hessel, J., Schmidt, L., Elovici, Y., Stanovsky, G., & Schwartz, R. (2023) · 2023 IEEE/CVF International Conference on Computer Vision (ICCV)

Multimodal Machine Learning ApplicationsGenerative Adversarial Networks and Image Synthesis

Cited by 37

Application of Artificial Neural Networks Techniques to Computer Worm Detection

Stopel, D., Boger, Z., Moskovitch, R., Shahar, Y., & Elovici, Y. (2006) · The 2006 IEEE International Joint Conference on Neural Network Proceedings

Network Security and Intrusion DetectionAdvanced Malware Detection Techniques

Cited by 35

LumiMAS: A Comprehensive Framework for Real-Time Monitoring and Enhanced Observability in Multi-Agent Systems

Solomon, R., Yerushalmi Levi, Y., Waknin, L., Aizikovich, E., Baras, A., Ohana, E., Giloni, A., Bose, S., Picardi, C., Elovici, Y., et al. (2026) · Proceedings of the 25th International Conference on Autonomous Agents and Multiagent Systems

Software System Performance and ReliabilityMulti-Agent Systems and Negotiation

Cited by 1