We will build upon our previous 2018 RSAC presentation “Exfiltrating Data through IoT” to show how we have applied these aberrant behaviors to machine learning algorithms. We will then demo our open source solution to uncover damaging covert channels communicating with the outside world and the types of IoT, IIoT, and ICS data being harvested along with the new attack surfaces that they offer. 

RSA® Conference, the world’s leading information security conferences and expositions, concluded its 30th annual event, which took place as a fully virtual experience this week. This year’s theme was Resilience, and in honor of all that the cybersecurity industry has accomplished over the past three decades, offered a must-attend celebration of thought leadership and education.


More than 20,000 people registered to view 449 sessions including, keynotes, track sessions, interactive programs, tutorials, seminars, and many special digital-first programs that focused on best practices and innovation. The content covered many of the industry’s most pressing topics, including privacy, machine learning and artificial intelligence, analytics, anti-fraud, policy and government, and risk management and governance.

Uncovering Covert Channels in Your IoT Networks

Conference: RSA Conference 2021

Abstract

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