differential-privacy

Showing all projects categorized under #differential-privacy.

5/14/20265 min read

Stabilizing National Information Integrity: A Deep Technical Case Study of the IMDA $48M National AI/Digital Trust Fund Mandate

Deep technical analysis of IMDA’s National AI/Digital Trust Social Analytics Platform. Explore XLM-RoBERTa Singlish fine-tuning and differentially private APIs.

The Sovereign Eye: Architecting AI-Enabled CCTV for Smart Cities Where Privacy Is Not an Afterthought – Singapore’s Ministry of Home Affairs Initiative

ai-cctvsingapore-smart-nation

5/8/20265 min read

The Sovereign Eye: Architecting AI-Enabled CCTV for Smart Cities Where Privacy Is Not an Afterthought – Singapore’s Ministry of Home Affairs Initiative

Singapore's $45M AI-Enabled CCTV project is the global benchmark for sovereign surveillance. This roadmap details the 3-tier privacy fabric: Edge ViT inference, Legal Predicate gates, and Zero-Knowledge Audit Protocols (ZKAP).