Algorithms that “predict the future” are common today, from determining what one might watch next to whether or not a person might commit a crime. Given their impact on humanity, it is essential to use algorithms ethically—how are the benefits of algorithms known? When are they perpetuating bias? Determining the answer is easier with the right tools, an inquisitive mind, and a coherent strategy.

RSA® Conference, the world’s leading information security conferences and expositions, today concluded its 31st annual event at the Moscone Center in San Francisco. The year’s event attracted over 26,000 attendees, including 600+ speakers, 400+ exhibitors, and over 400 members of the media. Throughout the week, attendees networked on the expo floor and participated in keynote presentations, track sessions, tutorials, seminars, and special events.

Several of the most pressing topics discussed during this year’s Conference included issues surrounding privacy and surveillance, the positive and negative impacts of machine learning and artificial intelligence, the nuances of risk and policy, and cybersecurity-focused innovations across crypto and blockchain.

It’s Not Fair! Detecting Algorithmic Bias with Open Source Tools

Conference: RSA Conference 2022

Abstract

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