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Research Associate (Computer Science/Engineering/Electronic/Electrical Engineering)
22 days ago
Posted date
22 days ago
Minimum level
The School of Computer Science and Engineering (SCSE) is looking for suitable candidates to join us as Research Associate. The Research Associate will design and implement a blockchain-based system for secure and privacy-aware distributed machine learning.

The first part is about the training process of a model, in which parties upload privacy-preserving updates (e.g., privacy-preserving gradients/features) to the blockchain. The second part is to track and conserve the accumulated privacy cost, since throughout the lifetime of a party's data, each uploaded privacy-preserving update can cost the privacy budget of the party's data. The third part is that after a model is trained, we need to have a market for securely exchanging models.

Key Responsibilities:
  • Design and implement a blockchain-based subsystem for secure and privacy-aware federated learning
  • Design and implement a blockchain-based subsystem for saving and tracking user data's privacy cost spent in machine learning
  • Design and implement a blockchain-based secure market for exchanging machine learning models
  • Apply blockchains to 6G wireless communications and intelligent reflecting surfaces

Job Requirements:
  • A master's degree in Computer Science/Engineering, or Electronic/Electrical Engineering.
  • No experience required
  • Good communication and coordination skills
  • Positive working attitude and a good team player
  • Strong sense of responsibility and able to work independently with minimal supervision
  • Self-motivated and able to multi-task

We regret that only shortlisted candidates will be notified.

Hiring Institution: NTU
Related tags
Research Associate (Computer Science/Engineering/Electronic/Electrical Engineering)
22 days ago