POB2 Seminar: AI systems security
Artificial Intelligence plays nowadays a strategic role for every data-driven organization and therefore securing it is of utmost importance. AI systems hold the same opportunities for exploitation as any other systems, but have their own unique set of threats and countermeasures. One of the most frequent attacks on AI systems is done by providing the system with malicious input. The security matrix is much more complex and during the presentation, we are going to perform a thorough examination of the subject. We are going to explore the MITRE ATLAS, which is a knowledge base of adversary tactics and techniques for AI systems based on real-world observations. Among others we will talk about initial access, defense evasion, and exfiltration. We will provide AI Security demos and case studies as well.
Artificial Intelligence plays nowadays a strategic role for every data-driven organization and therefore securing it is of utmost importance. AI systems hold the same opportunities for exploitation as any other systems, but have their own unique set of threats and countermeasures. One of the most frequent attacks on AI systems is done by providing the system with malicious input. The security matrix is much more complex and during the presentation, we are going to perform a thorough examination of the subject. We are going to explore the MITRE ATLAS, which is a knowledge base of adversary tactics and techniques for AI systems based on real-world observations. Among others we will talk about initial access, defense evasion, and exfiltration. We will provide AI Security demos and case studies as well.
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