AI-Driven Binary Analysis Research Scientist

Singapore Management University

Singapore

On-site

SGD 60,000 - 90,000

Full time

2 days ago
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Job summary

Singapore Management University is seeking a researcher in the School of Computing and Information Systems to design, modify, and implement an AI-based binary analysis framework.

The role requires a PhD in a related field, strong security research background, and proficiency in C/C++ and Java. You will evaluate techniques on real-world datasets and explore novel program analysis methods while collaborating with the team.

Qualifications

  • PhD in Computer Science, Information Technology, Information Systems or closely related fields.
  • Excellent written and spoken English.
  • Strong background in computer security research.
  • Proficient in C/C++ and Java programming.
  • Solid understanding of Android architecture and executables.
  • Experience with program analysis techniques and ML fundamentals.
  • Strong analytical and problem-solving abilities.
  • Knowledge of software and system security.
  • Publications in security are a plus.
  • Ability to work independently and in a team.

Responsibilities

  • Design, modification, and implementation of an AI-based binary analysis framework.
  • Experimenting the proposed framework on real-world dataset.
  • Design and develop novel techniques to facilitate effective program analysis.
  • Evaluating the security capability and performance of the proposed techniques.
  • Other duties as assigned.

Skills

English communication
Security research experience
C/C++ programming
Java programming
Android architecture
Program analysis
LLM fundamentals
Analytical skills
Problem-solving
Software security
System security research
Research publications
Teamwork
Self-motivation

Education

PhD degree in Computer Science, Information Technology, Information Systems or closely related disciplines

Job description

Singapore Management University is seeking a researcher in the School of Computing and Information Systems to design, modify, and implement an AI-based binary analysis framework.

The role requires a PhD in a related field, strong security research background, and proficiency in C/C++ and Java. You will evaluate techniques on real-world datasets and explore novel program analysis methods while collaborating with the team.

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