Secure the four key stages of the AI ​​development lifecycle

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The guidelines for the safe development of IA systems are structured in four sections, each corresponding to a diverse phase of the life cycle of the development of an IA system : safe planning, safe development, safe implementation and safe operation and maintenance.

Secure Design provides specific guidance for the design phase of the artificial intelligence system development life cycle . It highlights the importance of identifying risks and managing threat modeling, as well as considering various issues and tradeoffs when designing systems and models.
The secure development system covers the development phase of the artificial intelligence uk rcs data life cycle . Recommendations include ensuring supply chain security, maintaining complete documentation, and effectively managing resources and technical debt.
Safe implementation affronta la fase di implementation dei sistemi di IA . Le linee guida in questo caso rigardano la salvaguardo dell infrastructura e dei modelli da compromisesioni, minacce o perdite, la definizione di processi per la gestione degli incidents e l'adozione di principi di rilascio responsable.
The Safe Operation and Maintenance model contains information about the post-deployment operation and maintenance phase of artificial intelligence . It covers aspects such as effective logging and monitoring, managing updates, and responsible information sharing.