Research Associate (Computer Science/Data Science)

NTU Main Campus, Singapore

Nanyang Technological University

Nanyang Technological University is one of the top universities in Singapore offering undergraduate and postgraduate education in engineering, business, science, humanities, arts, social sciences, education and medicine.

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We are seeking a Research Associate at College of Computing & Data Science (CCDS) to contribute to our project titled “Tamper Detection with Invisible Watermark and Anti-Tampering for Protecting Face or Body Images/Videos”. The focus is on developing and improving algorithms that enhance privacy and security in the AI models.

Key Responsibilities:

  • Exploiting deep learning algorithms for improving privacy and security. 

  • Identify the weakness of existing deep learning algorithms for tamper detection and protection of watermarks, face, and body images/videos. 

  • Develop new deep learning algorithms or improve existing algorithms to address the weaknesses. 

  • Prepare codes and datasets for training and testing.   

  • Carry out experiments and analyze the results. 

  • Prepare reports and scientific papers for publication.

Job Requirements:

  • Master's degree or above in Computer Science, Data Science, or a related field.

  • Strong background in deep learning with first-author publications in ECCV, ICCV, CVPR, ICLR, NeurIPS, ACL, EMNLP, or top-ranked IEEE Transactions.

  • Knowledge of multimodal fusion and computer vision is must.

  • Experience in algorithm development, data processing, and coding (e.g., Python).

  • Proven ability to conduct independent research and publish scientific papers and journals.

  • Excellent problem-solving skills and attention to detail.

  • Good teamwork skills.

  • Industrial experience is a plus

We regret that only shortlisted candidates will be notified.
 

Hiring Institution: NTU

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Tags: Computer Science Computer Vision Deep Learning EMNLP ICLR Industrial NeurIPS Privacy Python Research Security Testing

Region: Asia/Pacific
Country: Singapore

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