GSOC Project: Incident Response Model for PPML

[H4LL]

Mentor: Adam J Hall

Project: Develop an Incident Response Model for PPML

OpenMined provides a vast array of tools to enable privacy-preserving machine-learning. However, in order to bridge the gap between industry and this new technology, we need to supply governance models which are relevant to Privacy-Preserving Machine Learning. This project in particular will be focusing on recommending an incident response model.

Required Skills:

Knowledge of Information Security Management Familiarity with PySyft, PyGrid and distributed learning Ability to understand privacy-preserving ML workflows, the methods by which they can be subverted and how to mitigate these methods. (Desirable) Certified Information Security Auditor (ISACA etc.)

Difficulty: Medium

While the project itself is not complex (the deliverables here will be mostly documentation), this project does require background knowledge in PPML, IS management, security audit and compliance.

Useful Links; PyTorch - https://pytorch.org/blog PySyft - https://github.com/OpenMined/PySyft PyGrid - https://github.com/OpenMined/PyGrid Google Summer of Code - https://summerofcode.withgoogle.com

Please comment below if you'd like to be considered for this.

[Afzaal-Hussain]

I'd like to consider myself for this project, even I am already working on this project.

[StephennFernandes]

hey there ,id like to consider myself for this project , i have prior experience and knowledge in pytorch private AI , federated learning , ML Ops / deployments .