AWS re:Inforce 2022 - Responsible AI for security (GRC206)

Analyzing and improving cybersecurity is no longer a human-scale problem, so artificial intelligence (AI)–based tools have emerged to support security teams and reduce risks efficiently and effectively. However, while building these AI-based tools, human assumptions about security risks and a lack of understanding of demographics and cultural groups not represented in the build process have the potential to shape and build unconscious bias into AI logic for security applications like DDoS detection, intrusion prevention, user authentication, and spam filtering. In this session, consider how critical it is to use AI responsibly for reducing cybersecurity risks comprehensively at scale while keeping the AI logic equitable and unbiased.


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