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Natan Levy

I am an artificial intelligence researcher, and a Ph.D. Student at the School of Computer Science and Engineering at the Hebrew University of Jerusalem. My advisor is Dr. Guy Katz and I am part of the Katz Lab.

My research focuses on the robustness and verification of machine-learning models deployed on safety-critical systems.

I have more than twenty years of experience in Software and System Engineering in various roles and applications.

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Home: About Me

Education

My Studies

2020 - Today

Hebrew University, Ph.D. student, Computer Science.

2014 - 2016

Technion, Master of System Engineering.

2003-2005

Ben Gurion University, MBA.

1995-1999

Open University, BA, Computer Science (Graduated with honors)

Home: Education

Publications

Paper

gRoMA: a Tool for Measuring Deep Neural Networks Global Robustness

N. Levy, R. Yerushalmi and G. Katz

Proc. 12th Int. Symposium on Leveraging Applications of Formal Methods, Verification and Validation (AISoLA)

Crete, Greece, October 2023

Paper

RoMA: a Method for Neural Network Robustness Measurement and Assessment.

Natan Levy and Guy Katz

Proc. 29th Int. Conf. on Neural Information Processing (ICONIP)

New Delhi, India, November 2022

Paper

Management and Detection System for Medical Surgical Equipment

Alexandra Hadar, Natan Levy and Michal Winokur

 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)

Patent

System for Maintaining High Power Line

Natan Levy and Yonatan Hazany

Issued Jan 29, 2018  Patent issuer and number il 257190

Patent

Real-Time Recording and Data Analysis

Natan Levy and Avi Bittan

Issued Nov 1, 2017,  Patent issuer and number: il 224493

Patent

Real-Time Recording System

Natan Levy and Avi Bittan

Issued May 1, 2017  Patent issuer and number: il 215687

Patent

System and Method for Suppression of Detonation and/or Pre-Ignition Phenomena in Internal Combustion Engines by Monitoring RPM Fluctuation

Natan Levy and Benny Grummer

Issued Oct 11, 2016  Patent issuer and number US9464589B2

Patent

System and Method for Alerting of Detonation and/or Pre-Ignition Phenomena in Internal Combustion Engines by Monitoring RPM Fluctuation
Natan Levy and Benny Grummer
Issued Feb 16, 2016  Patent issuer and number US9261039B2

Home: List

My Experience

Roles & Responsibilities

2018 - Today

Head of Software Tools, Methods, and Engineering Processes, Defence Company

Leading 3 Software Engineers teams (20 employees): DevOps and SW tools, SW & System quality, and System & SW methodology, supporting hundreds of engineers in the group. Reported directly to head of engineering, as part of the engineering staff.

2012 - 2018

System Engineer, Defence Company

Leading airborne System & Software design for retrofitting an existing product for formal software certification with DO-178C. Applied my deep knowledge and abilities to product delivery.

1999-2012

Software Engineer, Variety of Companies

My experience has been in the field of system and software engineering for a variety of organizations, including Intel, ECI, Amdocs, and others. I have a wide range of expertise in autonomous vehicles, optimizing, recording systems, radio frequency fusion, embedded real-time, Windows APIs, and databases.

Home: Experience

My Volunteer Background

Philanthropic Engagements

2015- Today

SpaceIL - Education Team

Volunteer in the Education Team of SpaceIL, developer of the Beresheet lunar spacecraft, sent to the moon, to create inspiration among children and encourage STERN education.

Home: Volunteer Work

And More

As part of the annual ITforIDF conference, I was given an opportunity to present my own research on the weaknesses of AI, adversarial examples, formal verification, and adversarial models during the panel discussion.

Home: Video

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Home: Contact
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