使用 Rust、C 和 Python 在 Ubuntu 上構建 FaceID@NIM：探索面部認證

Building FaceID@NIM: Exploring Facial Authentication on Ubuntu with Rust, C, and Python

AI 導讀

FaceID@NIM 是一個面向 Ubuntu/GNOME、以 Rust、C 和 Python 開發的實驗性開源面部認證系統。系統包括以 C 編寫的 PAM 認證模組、Rust 守護程序、Python 面部識別與活體檢測，以及 GNOME 整合和 GTK4 設定應用程式。項目目前處於預先 alpha 階段，尚未適合用於正式環境，開發者正聚焦處理認證失敗情況。

正文

FaceID@NIM (Neural Identity Matching), an experimental, open-source facial authentication system for Ubuntu/GNOME using Rust, C, and Python.

🔗 GitHub: https://github.com/Gaurav-x111/faceid-nim

What's inside?

C-based PAM authentication module
Rust daemon for authentication policies and template management
Python face recognition and liveness detection
GNOME integration and GTK4 settings app
Audit logging and password fallback

The main challenge

I'm focusing on secure failure handling: daemon crashes, camera failures, liveness timeouts, and ensuring errors never result in successful authentication.

🚧 Status: Pre-alpha, experimental, and not production-ready.

I'd appreciate feedback from the Linux community, especially on PAM architecture, security weaknesses, and testing priorities.

What failure cases would you test first?

使用 Rust、C 和 Python 在 Ubuntu 上構建 FaceID@NIM：探索面部認證

Linux #OpenSource #Rust #Python #Security