Tom Yuviler

Tom Yuviler

PhD student at the Faculty of Electrical and Computer Engineering

Technion - Israel Insitute of Technology

About Me

I am a PhD student at the Faculty of Electrical and Computer Engineering, Technion, working under the supervision of Dana Drachsler-Cohen. My research is focused on the innovative use of program synthesis and formal methods to generate adversarial attacks on neural networks. This exploration aims to deepen our understanding of network vulnerabilities and facilitate the creation of effective strategies for their detection and mitigation.

Interests
  • Adversarial Attacks
  • Program Synthesis
  • Robustness in Machine Learning
Education
  • PhD Student at the Faculty of Electrical and Computer Engineering, 2023 - Present

    Technion - Israel Institute of Technology

  • Master as part of a direct-track to PhD in Data Science, 2021 - 2023

    Technion - Israel Institute of Technology

  • BSc in Data Science & Engineering, 2017 - 2021

    Technion - Israel Institute of Technology

Experience

 
 
 
 
 
Head Teaching Assistant
Technion
March 2022 – Present
  • Courses: Probability, Correctness Guarantees for Software, Cognition in Information Visualization
 
 
 
 
 
Data Analyst
Outbrain
November 2019 – January 2021
  • Student position in the Recommendations R&D group. Analyzed an enormous amount of data for supporting product related decisions and solutions. Used different analytics tools, such as complex SQL queries and dashboards.
 
 
 
 
 
Intelligence Officer (Captain)
IDF Intelligence Corps
October 2017 – November 2011
  • Military service at the Research and Analysis Department. Leading and running research and analysis team. Strategical, operational, tactical and technical in depth analysis of complex issues based on diverse information.

Contact

Contact me at:

  • <first_name>.<last_name>(at)campus.technion.ac.il