Research Scientist

5 days ago


Singapore Singapore Management University Full time

Research Scientist (1-year contract), RISE The candidate will be responsible for conducting research on LLM supply chain security. The aim is to develop automated testing techniques for LLM-dependent third-party libraries (e.g., TensorFlow) and deployment infrastructure, and investigate how such vulnerabilities propagate to and are exploited in downstream applications. Successful candidate will be part of an active research team led by Prof XIE Xiaofei from School of Computing and Information Systems (SCIS), Singapore Management University (SMU). Responsibilities Curate a comprehensive dataset of LLM applications and associated vulnerabilities. Design method to identify risks in the entire LLM supply chain. Design automated testing methods for LLM-dependent third-party libraries and deployment infrastructure. Develop method to trace how vulnerabilities in LLM-related components propagate into downstream applications. Write research papers. Other duties as assigned. Qualifications Minimum PhD degree in Computer Science, Information Technology, Information Systems or closely related disciplines from an institution of higher learning; with particular focus on Computer Science. Minimum 3 years of relevant research experience in software testing and AI security. Proficiency in programming languages such as Python and PyTorch will be positively considered/ is required. Proven track record and professional experience in software supply chain security and AI/LLM security testing. Demonstrated experience and know-how on software supply chain security and LLM security. Excellent working knowledge of software testing, AI testing, security and program analysis. Technical skills in software testing and AI testing tools. Ability to break down complex problems and design effective solutions. Innovating new approaches and thinking outside the box. Applicants with research publications in software supply chain security and LLM security area will be advantageous. Ability to work cooperatively as part of a small, agile academic research team is essential. Self-motivated individual who can work independently and collaboratively with team members. #J-18808-Ljbffr



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