Face Unlock Authentication

[anik-ghosh-au7]

Feature Description

To improve user experience and add an extra layer of security, I propose a Face Unlock feature to the existing framework.

Describe the solution you'd like

There are two potential methods to implement this feature:

1. Server-Side Processing:

• Capture the video feed from the client's device.
• Send the video feed to the server for processing.
• Identify facial landmarks based on the user's profile.
• Store these landmarks in the database.
• Generate authentication tokens based on these landmarks which will be used for further authentication and access privileges.

2. Client-Side Processing:

Develop a frontend solution that resides on the client side.
This frontend solution will contain the facial recognition algorithms along with the pre-trained weights.

• Capture the video feed and process it on the client side.
• Generate tokens based on this processing.
• Send these tokens to the server for further processing and validation.

Additional context

The choice between the two methods will need a deeper evaluation of security implications, user experience, and server load. While server-side processing centralizes the data, ensuring more control, client-side processing might provide a faster response and reduce server load. However, concerns about the security of client-side processing and ensuring the integrity of the tokens generated will need to be addressed.

[thespacemaker]

I think the best approach for something like this would be what FIDO 2 has been working towards and auth systems like hanko do with their passkey api.

https://fidoalliance.org/passkeys/