Empirical validation for sex worker safety models.
Our prevention models are developed in coordination with academic research groups. We publish empirical studies on trafficking prevention, intervention tracking, and long-term survivor rehabilitation outcomes to support transparency.
Algorithmic Bias Mitigation in sex worker Protection Indicators
Author: Elena Vance, PhD
Deals with demographic and geographic dataset bias correction when identifying trafficking and exploitation risks in low-resource environments.
PDF Document (1.2 MB)
coordinationPublished: 2025-06-04
Decentralized Network Coordination: Measuring Case Redundancy
Author: Marcus Thorne, Amina Yusuf
Evaluates how a unified protection ecosystem improves intervention times and survivor rehabilitation outcomes across cooperating shelters and clinical networks.
PDF Document (840 KB)
privacyPublished: 2024-11-28
Anonymization Protocols for Multi-Layer Safety Referrals
Author: Durga Systems Lab
Outlines zero-knowledge coordinate routing and database structures that protect survivor privacy and support outcome tracking.
PDF Document (2.1 MB)
Collaborating Research Institutions
Nyasa Technologies Pvt. Ltd.State GovernmentsGovernment of India