How to Safeguard your generative AI applications in Azure AI
With Azure AI, you have a convenient one-stop-shop for building generative AI applications and putting responsible AI into practice. Watch this useful video to learn the basics of building, evaluating and monitoring a safety system that meets your organization's unique requirements and leads you to AI success.
Azure AI is a platform designed for building and safeguarding generative AI applications. It provides tools and resources to implement Responsible AI practices, allowing users to explore a model catalog, create safety systems, and monitor applications for harmful content.
How does Azure AI ensure content safety?
Azure AI includes Azure AI Content Safety, which monitors text and images for potentially harmful content such as violence, hate, and self-harm. Users can customize blocklists and adjust severity thresholds. Additional features like Prompt Shields and Groundedness Detection help identify and mitigate risks related to prompt injection attacks and ungrounded outputs.
How can I evaluate my AI application's safety?
Before deploying your application, you can use Azure AI Studio’s automated evaluations to assess your safety system. This includes testing for vulnerabilities and the potential to generate harmful content, with results provided as severity scores or natural language explanations to help identify and address risks effectively.
How to Safeguard your generative AI applications in Azure AI
published by PRIVAXI
Our Mission:
A Managed Security Services Provider, a Compliance Firm, and a Risk Management/Readiness and Remediation Assessor – All Under One Roof.
Looking for a comprehensive solution to your security and compliance needs? That’s why we created Privaxi. There was a gap in the market, and we filled it. Privaxi isn’t just a managed security service provider or a compliance firm. Our firm bridges the divide between information security practices and regulatory compliance. Many firms offer information security services, while others provide compliance-related solutions.
We integrate both, providing security and compliance-related services, and we’re a HITRUST Readiness and Remediation assessor. That means we help our clients strengthen their security by identifying cyber risks and vulnerable processes within their operations. We also help our clients meet compliance standards, including HIPAA, HITRUST, PCI-DSS, NIST 800-53, and ISO27001.
Our cloud security team delivers best-in-class services to safeguard your data against threats while maintaining data security best practices and compliance standards.
No two businesses face the same threats. We develop tailor-made strategies to minimize vulnerability to cyber threats and ensure compliance.