עברית

Dr. Yoni Birman

Efi Arazi School of Computer Science

yoni.birman@post.runi.ac.il

0520000000

Research and Teaching Expertise

Security
Data Science

Dr. Yoni Birman is an experienced manager and researcher in the interfacing domains of Cyber Security and Artificial Intelligence: 1) AI to enhance Cyber defense; 2) Protecting AI powered systems; and 3) Offensive cyber usages of AI and defending from them

Dr. Yoni Birman is the CTO of Huawei Datacom security and is the director of the Perlis Cyber Protection Laboratories.
Prior to his currant position, Yoni lead Huawei's Cloud and AI security research group in Israel.
Dr. Yoni Birman served as an officer for 10 years in Unit 8200 in various R&D positions in the domains of AI and information security. His last position was Head of the Cyber Defense R&D department of Unit 8200

Dr. Yoni Birman holds a PhD in Software and Information Systems Engineering from Ben Gurion University
Cost-effective ensemble models selection using deep reinforcement learning Birman Yoni, Hindi Shaked, Katz Gilad, Shabtai Asaf Information Fusion, volume 77, 133-148, 2022

Hierarchical Deep Reinforcement Learning Approach for Multi-Objective Scheduling With Varying Queue Sizes Birman Yoni, Ido Ziv, Katz Gilad, Shabtai Asaf 2021 International Joint Conference on Neural Networks (IJCNN), pages 1-10, 2021

Cost-Effective Malware Detection as a Service Over Serverless Cloud Using Deep Reinforcement Learning Birman Yoni, Hindi Shaked, Katz Gilad, Shabtai Asaf 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID), pages 420-429, 2020

Towards Behavioral Privacy: How to Understand AI's Privacy Threats in Ubiquitous Computing Birman Yoni, Eran Toch Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, pages 931-936, 2018