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AI, Machine Learning and Deep Learning: A Security Perspective

AI, Machine Learning and Deep Learning: A Security Perspective

Paperback

General ComputersNetworkingComputer Security

ISBN10: 103203405X
ISBN13: 9781032034058
Publisher: CRC Press
Published: Dec 19 2024
Pages: 334
Weight: 1.32
Height: 0.72 Width: 7.00 Depth: 10.00
Language: English

Today, Artificial Intelligence (AI) and Machine Learning/ Deep Learning (ML/DL) have become the hottest areas in information technology. In our society, many intelligent devices rely on AI/ML/DL algorithms/tools for smart operations. Although AI/ML/DL algorithms and tools have been used in many internet applications and electronic devices, they are also vulnerable to various attacks and threats. AI parameters may be distorted by the internal attacker; the DL input samples may be polluted by adversaries; the ML model may be misled by changing the classification boundary, among many other attacks and threats. Such attacks can make AI products dangerous to use.

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