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Job ID:
230381
Research Associate (Computer Science/Cyber Security)
Nanyang Technological University
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Date Posted
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Feb. 8, 2024
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Title
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Research Associate (Computer Science/Cyber Security) |
University
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Nanyang Technological University
Singapore, Singapore
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Department
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School of Computer Science and Engineering (SCSE) |
Application Deadline
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Open until filled |
Position Start Date
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Available immediately |
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The School of Computer Science and Engineering (SCSE) invites applications for the position of Research Associate.
Key Responsibilities:
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Employing automated methods for gathering and pre-processing data on software vulnerabilities.
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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.
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Building a cross-scope conflict remediation tool to effectively manage open-source software dependencies in a software project.
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Developing a remediation algorithm to integrate the information gathered in previous steps and calculate optimal solutions for the entire open-source software project.
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Writing high-quality research papers based on research results.
Job Requirements:
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Master’s degree in Computer Science or Cyber Security or other related areas.
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Experience on data analysis, and software vulnerability reproduction (Proof of Concept).
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Familiar with optimization algorithms, such as SMT, and information retrieval techniques, including TF-iDF, N-gram calculation.
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Proficient in programming for AI model fine-tuning and algorithm implementations.
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Good communication and writing skills.
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