Research Associate (Computer Science/Engineering/Electronic/Electrical Engineering)
Job post no longer accepts applications
5 months ago
Posted date5 months ago
N/A
Minimum levelN/A
ProductionJob category
ProductionThe 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:
Job Requirements:
We regret that only shortlisted candidates will be notified.
Hiring Institution: NTU
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
JOB SUMMARY
Research Associate (Computer Science/Engineering/Electronic/Electrical Engineering)
Singapore
5 months ago
N/A
Full-time