Description
Next Generation Cyber Intrusion Detection: Architectures, Algorithms and Operational Strategies provides a comprehensive exploration of modern approaches to detecting and preventing cyber threats in increasingly complex digital environments. The book examines the evolution of intrusion detection systems from traditional signature-based methods to advanced intelligent systems powered by machine learning, behavioral analytics, and automated response mechanisms. It covers key topics such as anomaly detection, network traffic analysis, endpoint detection and response, encrypted traffic monitoring, SIEM integration, and proactive threat hunting. By combining theoretical foundations with practical deployment strategies, the book offers valuable insights for students, cybersecurity researchers, network engineers, and security analysts. It also discusses emerging technologies and future research directions, making it a practical guide for building resilient and adaptive intrusion detection systems.
Dr. Darapu Uma is an Associate Professor at Pragati Engineering College with over 13 years of distinguished experience in teaching and research in the field of Computer Science and Engineering. She holds B.Tech and M.Tech degrees and has earned a Ph.D., reflecting her strong academic foundation and commitment to advanced research. Her research interests encompass Computer Vision, Artificial Intelligence, Machine Learning, and Cyber Security, with a focus on developing intelligent systems and advanced computational solutions to address real-world challenges. Through her work, Dr. Uma actively contributes to the advancement of emerging technologies and innovative research methodologies. Dr. Uma has authored and co-authored more than 30 research papers published in reputed national and international journals and conference proceedings. Her scholarly contributions demonstrate her dedication to advancing knowledge and fostering impactful research within the academic community. In addition to her research achievements, she is deeply committed to teaching excellence, mentoring students, and encouraging innovation in emerging technological domains. Through her academic engagements and publications, Dr. Uma strives to bridge the gap between theoretical concepts and practical applications, enabling students and researchers to gain a deeper understanding of modern technological developments.
Manas Kumar Yogi is currently working as Assistant Professor in Computer Science and Engineering Department in Pragati Engineering College (Autonomous), Surampalem. He has teaching experience of over 14 years and has published more than 330 Papers in various reputed journals, conferences. In addition, he has published 6 Books, 18 Book chapters with reputed publishers like CRC Press, Wiley, Bentham and IGI Global Inc. He has also published 6 Patents to his credit. His research interest is cyber security, Soft computing, Cyber Physical systems, Machine Learning.