Summary
Overview
Work History
Education
Skills
Languages
Websites
References
Timeline
Generic
Daniel Kuznetsov

Daniel Kuznetsov

Beersheba

Summary

AI Security Researcher with experience in LLM alignment and adversarial safety evaluation. Specialized in developing novel vulnerability assessment framework for multi-agent AI systems through AutoGen based experimental implementations. Experience leading a research team and delivering actionable insights on LLM robustness under real-world conditions. Currently finalizing research for AAAI 2026 submission (August 2025).

Overview

5
5
years of professional experience

Work History

Cyber Researcher - LLM Allignment Researcher

Cyber Ben Gurion (CBG), Beersheba
Beersheba
10.2024 - Current
  • Conducted systematic literature reviews on adversarial attacks and safety vulnerabilities in LLM systems.
  • Synthesized research findings to identify critical gaps in current LLM safety evaluation methodologies.
  • Supervised a team of three BSc students, facilitating collaboration and technical skill development.
  • Designed a novel evaluation framework for testing LLM alignment robustness under emergent agentic behavior.
  • Developing novel jailbreaking methodologies combining emergent behavior with semantic actor networks for AAAI 2026 submission.
  • Implemented multi-agent frameworks using AutoGen for systematic evaluation of LLM safety boundaries and alignment robustness under different real world conditions.
  • Gained extensive hands-on experience with LLM fine-tuning, alignment techniques, and Python-based ML frameworks.

Research Assistant - Geolocation

Cyber Ben Gurion (CBG), Beersheba
Beersheba
10.2020 - 10.2024
  • Designed experiments to test hypotheses, improving accuracy and reliability of research results.
  • Planned network simulations using NetworkX Python framework to enhance experiment design.
  • Developed experimental setups with NS3 (C++) to evaluate various networking scenarios.
  • Collaborated in a team environment, responding directly to professor and master student inquiries.

Education

Master of Science - Cybersecurity

Ben Gurion University
Beersheba
04-2025

Bachelor of Science - Data Engineering

Ben Gurion University
Beersheba
10-2024

Skills

  • Python & PyTorch Development
  • Large Language Model Fine-tuning
  • LLM Alignment & Safety Evaluation
  • Multi-Agent AI Frameworks (AutoGen)
  • Agentic AI Protocols (MCP, A2A)
  • Machine Learning & Deep Learning
  • Experimental Design & Evaluation
  • Research Methodology & Literature Review
  • Academic Writing
  • Research Team Leadership
  • Technical Communication
  • Project Management

Languages

Hebrew
First Language
English
Proficient (C2)
C2
Russian
Intermediate (B1)
B1

References

References available upon request.

Timeline

Cyber Researcher - LLM Allignment Researcher

Cyber Ben Gurion (CBG), Beersheba
10.2024 - Current

Research Assistant - Geolocation

Cyber Ben Gurion (CBG), Beersheba
10.2020 - 10.2024

Master of Science - Cybersecurity

Ben Gurion University

Bachelor of Science - Data Engineering

Ben Gurion University
Daniel Kuznetsov