Research Assistant (Computer Science)

at  NANYANG TECHNOLOGICAL UNIVERSITY

Singapore, Southeast, Singapore -

Start DateExpiry DateSalaryPosted OnExperienceSkillsTelecommuteSponsor Visa
Immediate04 Jun, 2024Not Specified05 Mar, 2024N/AMachine Learning,Computer Science,Cyber Security,Intrusion Detection,English,Writing,Interpersonal Skills,Data Mining,C++,MatlabNoNo
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Description:

The School of Computer Science and Engineering (SCSE) invites applications for the position of Research Assistant.

Key Responsibilities:

  • Set up the provenance capturing systems
  • Collect and pre-process simulated provenance data
  • Perform literature review and background study on graph analytics for intrusion detection
  • Apply Data Mining & Machine Learning techniques for graph-based intrusion detection, implement prototypes of the solutions, and validate their effectiveness empirically

Job Requirements:

  • Possess Bachelor degree in Computer Science, or a related discipline, with a focus on Cyber Security, Machine Learning and/or Data Mining
  • Experiences in developing intrusion detection and/or graph analytics technologies
  • Good programming skills in e.g., Python, Matlab, C++, etc
  • Good interpersonal skills
  • Excellent teamwork awareness
  • Good communication and writing in English
  • Strong research experience/track record in cyber security or graph mining will be a plus

We regret that only shortlisted candidates will be notified.
Hiring Institution: NTU

Responsibilities:

  • Set up the provenance capturing systems
  • Collect and pre-process simulated provenance data
  • Perform literature review and background study on graph analytics for intrusion detection
  • Apply Data Mining & Machine Learning techniques for graph-based intrusion detection, implement prototypes of the solutions, and validate their effectiveness empiricall


REQUIREMENT SUMMARY

Min:N/AMax:5.0 year(s)

Information Technology/IT

IT Software - Other

Software Engineering

Graduate

Computer science or a related discipline with a focus on cyber security machine learning and/or data mining

Proficient

1

Singapore, Singapore