Research Associate

2 weeks ago


Singapore Nanyang Technological University Full time

Key Responsibilities:
- Employing automated methods for gathering and pre-processing data on software vulnerabilities.- Designing and developing a ranking system based on AI model to calibrate the severity and the feasibility of fixing of vulnerabilities in the open-source software project.- Building a cross-scope conflict remediation tool to effectively manage open-source software dependencies in a software project.- Developing a remediation algorithm to integrate the information gathered in previous steps and calculate optimal solutions for the entire open-source software project.- Writing high-quality research papers based on research results.

Job Requirements:
- Master’s degree in Computer Science or Cyber Security or other related areas.- Experience on data analysis, and software vulnerability reproduction (Proof of Concept).- Familiar with optimization algorithms, such as SMT, and information retrieval techniques, including TF-iDF, N-gram calculation.- Proficient in programming for AI model fine-tuning and algorithm implementations.- Good communication and writing skills.

Hiring Institution: NTU


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