data-privacy-stack/presidio
Presidio is an open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data, leveraging NLP and customizable pipelines.
Awesome Infra for AI › AI Safety & Guardrails
privacera/paig
PAIG (Privacera AI Guardrails) is an open-source project focused on providing security, safety, and observability for Generative AI (GenAI) applications. It addresses the unique challenges of deploying AI models in production by offering a versatile framework that can integrate various point solutions for security and safety without requiring extensive modifications to the GenAI applications themselves. The project aims to facilitate responsible AI deployment by implementing guardrails against potential risks such as data privacy violations, biased outputs, and compliance issues. PAIG is designed to be adaptable to the rapidly evolving GenAI landscape, offering tools and methodologies to monitor, evaluate, and control AI behaviors. It supports the integration of custom policies and checks to ensure that AI applications adhere to organizational standards and regulatory requirements. The initiative focuses on enhancing trust and reliability in AI systems through proactive risk mitigation and transparent operation.
https://github.com/privacera/paig
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