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Building Multi-Layer Defense to Cope with New AI Security Challenges

Building Multi-Layer Defense to Cope with New AI Security Challenges

October 11, 2018

Via: CIO
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With the accumulation of big data, dramatic improvements in computing power, and continuous innovation in Machine Learning (ML) methods, Artificial Intelligence (AI) technologies such as image recognition, voice recognition, and natural language processing have become ubiquitous. Meanwhile, the security of AI systems is becoming vitally important and has gone beyond our traditional understanding of security boundaries and frameworks.

Unlike security vulnerabilities in traditional systems, the root cause of security weaknesses in ML systems lies in the lack of explainability in AI systems.This lack of explainability leaves openings that can be exploited by adversarial ML.

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