Next Generation Email Security: AI Based Spam Detection
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Beschrijving
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The book presents AI-driven solutions for securing email systems against spam, phishing and malware. It introduces FLIDA and G-SFO with adaptive capsule networks while offering insights into quantum machine learning for scalable cybersecurity. This book presents AI-driven approaches for combating spam, phishing, and malware in email systems. It reviews classical techniques, identifies their limitations, and introduces two novel frameworks—FLIDA and G-SFO with adaptive capsule networks. It also highlights the role of quantum machine learning in enabling scalable and resilient email security. Key Features: Concise review of classical and AI-based spam detection. Innovative frameworks: FLIDA and G-SFO–ACapsNet. Insights into quantum paradigms for cybersecurity. Empirical evaluations and comparative performance analyses. Open research issues and future perspectives. This is a valuable resource for researchers, postgraduate students, and professionals in cybersecurity, AI, and data science, as well as industry practitioners and policymakers working on secure communication technologies.
The book presents AI-driven solutions for securing email systems against spam, phishing and malware. It introduces FLIDA and G-SFO with adaptive capsule networks while offering insights into quantum machine learning for scalable cybersecurity. This book presents AI-driven approaches for combating spam, phishing, and malware in email systems. It reviews classical techniques, identifies their limitations, and introduces two novel frameworks—FLIDA and G-SFO with adaptive capsule networks. It also highlights the role of quantum machine learning in enabling scalable and resilient email security. Key Features: Concise review of classical and AI-based spam detection. Innovative frameworks: FLIDA and G-SFO–ACapsNet. Insights into quantum paradigms for cybersecurity. Empirical evaluations and comparative performance analyses. Open research issues and future perspectives. This is a valuable resource for researchers, postgraduate students, and professionals in cybersecurity, AI, and data science, as well as industry practitioners and policymakers working on secure communication technologies.
AmazonPagina's: 142, Editie: Eerste editie, Paperback, River Publishers
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