Google has unveiled the Secure AI Framework (SAIF), a conceptual framework aimed at securing artificial intelligence (AI) technology. With the rapid advancement of AI, the framework aims to establish industry-wide security standards for the responsible development and implementation of these technologies.
SAIF is designed to address specific risks of AI systems, such as model theft, poisoning of training data, injection of malicious instructions, and extraction of confidential information. By providing a structured approach, Google seeks to protect these systems and ensure that AI applications are secure by default.
The six pillars of SAIF include:
1. Strengthening security foundations in the AI ecosystem
2. Expanding detection and response to include AI threats
3. Automating defenses to adapt to new and existing threats
4. Unifying platform-level controls for consistency
5. Adapting controls for faster responses and feedback cycles
6. Contextualizing risks in business processes
Google plans to work with organizations, customers, and governments to promote understanding and implementation of SAIF. It will also collaborate on developing specific security standards for AI, such as the NIST AI Risk Management Framework and the ISO/IEC 42001 AI Management System Standard.
This framework represents a first step towards a secure AI community, with a commitment to continuing to develop tools and collaborate to achieve safe and beneficial AI for all.
via: Noticias Inteligencia Artificial