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ACADEMIC EVIDENCE BASE

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.

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Anonymized DatasetsResearch database access requires credentials verified by our ethical review board.
ethicsPublished: 2025-10-12

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