From the course: AI Agents for Cybersecurity
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Malware analysis and classification with AI agents
From the course: AI Agents for Cybersecurity
Malware analysis and classification with AI agents
Welcome to this video – Malware Analysis and Classification with AI Agents. Imagine discovering a piece of malware that can rewrite its own traffic patterns in real-time to evade detection, mimicking legitimate Windows updates, for example, to sleep past security systems. This isn't science fiction. It's happening now. The same AI techniques attackers use to create sophisticated malware can be turned against them, allowing defenders to analyze and classify threats at machine speed. AI agents are revolutionizing malware analysis, transforming how we identify, understand, and respond to evolving cyber threats. In this lesson, we will explore how AI agents perform malware analysis and classification, technical architectures for real-time threat classification workflows, and machine learning-based detection systems and their capabilities. By the end of this video, you'll be able to analyze malware family identification methods, real-time threat classification workflows, evaluate…
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