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Google Secure AI Framework (SAIF): guida GRC
IT & Software100% OFF

Google Secure AI Framework (SAIF): guida GRC

Udemy Instructor
0(4 students)
Self-paced
All Levels

About this course

In questo corso vengono utilizzati strumenti di intelligenza artificiale. Il Secure AI Framework (SAIF) di Google è il modello operativo per proteggere sistemi e agenti di IA lungo tutto il loro ciclo di vita. Questo corso trasforma SAIF in qualcosa che potete davvero applicare all'interno di un programma di sicurezza o GRC, senza alcuna competenza di ingegneria del machine learning.

Lavorando su un'unica organizzazione modello realistica, Meridian (una banca digitale regolamentata che introduce un assistente di IA generativa per i clienti e poi un flusso di lavoro agentico), passerete dai principi di base a un programma di gestione dei rischi dell'IA pronto per il consiglio di amministrazione. Che cosa copre il corsoI sei elementi fondamentali di SAIF e perché il loro ordine è importanteLa mappa dei rischi SAIF — i quattro componenti: Dati, Infrastruttura, Modello, ApplicazioneTutti i 15 rischi SAIF — dall'avvelenamento dei dati e dall'esfiltrazione del modello alla prompt injection, alla divulgazione di dati sensibili e alle azioni fuori controlloI controlli associati ai rischi e come costruire una matrice controlli-rischiSAIF 2. 0 — proteggere gli agenti di IA: supervisione umana, poteri limitati, osservabilità e mappa dei rischi degli agentiRendere operativo SAIF: l'autovalutazione dei rischi, le roadmap di rimedio, la governance, la matrice RACI e CoSAIMappatura di SAIF su NIST AI RMF, ISO/IEC 42001, OWASP LLM Top 10 e MITRE ATLAS, oltre al reporting verso il consiglio di amministrazione e le autorità di vigilanzaOgni sezione include un quiz, sei sezioni includono esercitazioni con soluzione svolta e il corso si chiude con un progetto finale completo: una valutazione SAIF, un piano dei controlli, una roadmap e un memo per il consiglio di amministrazione di Meridian.

A chi è utile: CISO, ingegneri della sicurezza, responsabili dei rischi dell'IA e responsabili di compliance e audit che devono proteggere l'IA senza aspettare che una norma dica loro come fare.

Skills you'll gain

Network & SecurityItalian

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Level: All Levels

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Duration: Self-paced

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