Shir Bernstein

Collaborator
DISC Type : is

AI & Cybersecurity Researcher at CBG - Cyber@Ben Gurion University

Be'er Sheva, South District, Israel

Overview

Shir Bernstein is a Masters student and AI & Cybersecurity Researcher at Ben-Gurion University. Her research focuses on the security vulnerabilities and biases within Large Language Models. Notably, her M. Sc. thesis on exploiting LLM pattern bias was accepted to the top-tier NDSS 2026 security conference.

Outside of her research, Shir has a pragmatic and humorous approach to technology, enjoying code jokes and even engineering solutions for personal annoyances like keyboard language errors. She actively engages with the cybersecurity community by attending events such as Microsofts BlueHat IL conference.

Unique fact: Her research demonstrates how to hijack static code analysis in advanced AI models by exploiting their inherent pattern biases.

Personality Overview

Appreciative

Good Listener

Fair-minded

They are more likely to opt for solutions that are proven in the market.  Scenarios where both sides can come out as winners appeal to them greatly. Unlike D or C types, they are calm as well as friendly and can give the impression of being more receptive than they actually are.

Topics They Care About

LLM Vulnerabilities
Her core M. Sc. thesis research, accepted at the NDSS 2026 conference, focuses on exploiting biases in LLMs to compromise static code analysis.
Bias in AI
Her work specifically investigates how pattern bias in language models can be manipulated, reflecting a deep interest in the limitations and flaws of AI reasoning.
Cybersecurity Community
She demonstrates engagement with the broader industry by attending events like the BlueHat IL 2024 cybersecurity conference in Tel Aviv.

Media Appearances

Shir has no verified media appearances

Work History

9-2024
AI & Cybersecurity Researcher at CBG - Cyber@Ben Gurion University
9-2020 - 4-2022
Psychometric Instructor at Kidum
6-2019 - 8-2020
Psychometric Instructor | Research & Development at Niv Revah Ltd. ניב רווח

Education

2021 - 2025
Bachelor's degree from Ben-Gurion University of the Negev
Master's degree from Ben-Gurion University of the Negev

More Information

Social Presence :

Prographics :

Exp : 4 Location : Be'er Sheva, South District, Israel Job Level : N/A Designation : AI & Cybersecurity Researcher at CBG - Cyber@Ben Gurion University
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Insights For Selling To Shir

During A Call Or A Meeting

DO's

  • Summarize the key points at the end of the conversation
  • Be visibly appreciative of their actions during your interactions
  • Show genuine interest in solving their problems

DONT's

  • Avoid unnecessary confrontation if it arises incidentally
  • Don’t sound very transactional
  • Don’t push them to make decisions very fast, let them take their time

When Cold Calling

When Writing An Email

While Negotiating & Closing

    The secret to closing fast with Shir is

  • Relationships can sway their decisions, followed by the low risk and the presence of good evidence.
  • Will you ever get a clear answer from Shir

  • They are diplomatic when needed and rarely say no directly.

Insights For Deal Planning

    How fast (or slow) will Shir move?

  • Even if they are engaged and friendly, they can take their time to make decisions.
  • Can Shir take some risk or not?

  • They probably won’t put a lot at risk.

You And Shir

Personality Compatibility


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