New Tools Enhancing AI Safety in Microsoft Azure
In a bid to fortify the security and precision of models within Azure AI Studio, Microsoft has rolled out a suite of new tools. These tools are designed to combat various critical vulnerabilities present in AI systems.
Five Cutting-Edge Safety Tools
Prompt Shields
One of the latest additions is Prompt Shields, a tool that empowers organizations to thwart prompt injection attacks. These attacks have the potential to manipulate AI models by altering instructions, leading to data leakage or unwanted responses. Currently, Prompt Shields is in its preview phase.
Security Shield
Groundedness Detections and Safety System Messages
Another set of tools focuses on mitigating the inherent risks associated with AI models. Groundedness Detections identify factual inaccuracies in model outputs, enabling developers to enhance the accuracy of their Large Language Models (LLMs). Safety System Messages aid in regulating models to ensure safe outputs.
New Safety Evaluation
Introducing a new safety evaluation tool that empowers AI developers to identify potential vulnerabilities in models, such as the risk of data leakage through jailbreaking. This tool is currently available in preview mode.
Risk and Security Monitoring Tool
The addition of a risk and security monitoring tool provides a more comprehensive overview of LLM inputs and outputs. This tool facilitates the application of content filters to ensure data integrity.
Embracing a Broader Safety Initiative
These tools come in response to the escalating demand for enhanced AI safeguards, a need that has garnered political attention. In Europe, the EU’s AI Act has been established to address these concerns, although there are apprehensions that it may stifle innovation in the pursuit of security. Contrary to Europe’s approach, the US has initiated the Artificial Intelligence Safety Institute Consortium (AISIC), aimed at fostering the development of AI safety tools and setting industry-wide standards.
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