Research Scientist (1-year contract), SCIS
Singapore Management University- Posted 6 days ago
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Job Description
Job Description
- This position is for School of Computing and Information Systems (SCIS).
- 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.
Qualifications
- PhD degree in Computer Science, Information Technology, Information Systems or closely related disciplines.
- Good communication skills in English.
- Relevant research experience in computer security and related areas is a big plus.
- Advanced level of programming and software implementation, especially in C/C++ and Java.
- Good understanding of Android architecture and Android executables.
- Deep knowledge in program analysis techniques and large-language model fundamentals.
- Good analytical, technical, and problem-solving skills.
- Knowledgeable in software security problems and solutions.
- Research experience in software and system security related research.
- Applicants with research publications in security area will be advantageous.
- Self-motivated individual who can work independently and also collaboratively with team members.
- This position is for School of Computing and Information Systems (SCIS).
- 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.
Doctorate
More Info
Key Skills
Program analysis techniques
Android executables
Large-language model fundamentals
AI-based binary analysis framework
Android architecture
About Company
Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together - building a strong collegiality and morale within the university. Our commitment to attract and retain talent is ongoing. We offer attractive benefits and welfare, competitive compensation packages, and generous professional development opportunities - all to meet the work-life needs of our staff. No wonder, then, that SMU continues to be given numerous awards and recognition for its human resource excellence.