From the course: Certificate of Cloud Security Knowledge (CCSK) Cert Prep
Join today to access over 25,600 courses taught by industry experts.
AI workload risk mitigation
From the course: Certificate of Cloud Security Knowledge (CCSK) Cert Prep
AI workload risk mitigation
- [Instructor] In considering risk mitigation this course doesn't address the details of mitigating risk to all AI and machine learning, but the Cloud Security Alliance does have an AI safety initiative that does. This course will consider high level principles that should be applied to AI services, and with rapid changes to offerings and complex set of rich offerings in the Cloud, an incredible amount of innovation is available to solve business problems that also presents a significant amount of attack surface associated with them. So let's take a look at some mitigation steps. With AI security in the shared security responsibility model, we will take a look at data, model, infrastructure and supply chain as key areas of focus. For data security, we start off with encryption That should be enabled for data in transit, at rest when both sending and receiving data to and from the model. Differential privacy should be applied to the data which involves an algorithmic randomness that…
Download courses and learn on the go
Watch courses on your mobile device without an internet connection. Download courses using your iOS or Android LinkedIn Learning app.