| 书目名称 | Encrypted Network Traffic Analysis |
| 编辑 | Aswani Kumar Cherukuri,Sumaiya Thaseen Ikram,Xiao |
| 视频video | |
| 丛书名称 | SpringerBriefs in Computer Science |
| 图书封面 |  |
| 描述 | .This book provides a detailed study on sources of encrypted network traffic, methods and techniques for analyzing, classifying and detecting the encrypted traffic. The authors provide research findings and objectives in the first 5 chapters, on encrypted network traffic, protocols and applications of the encrypted network traffic. The authors also analyze the challenges and issues with encrypted network traffic. It systematically introduces the analysis and classification of encrypted traffic and methods in detecting the anomalies in encrypted traffic. The effects of traditional approaches of encrypted traffic, such as deep packet inspection and flow based approaches on various encrypted traffic applications for identifying attacks is discussed as well. This book presents intelligent techniques for analyzing the encrypted network traffic and includes case studies...The first chapter also provides fundamentals of network traffic analysis, anomalies in the network traffic, protocols for encrypted network traffic. The second chapter presents an overview of the challenges and issues with encrypted network traffic and the new threat vectors introduced by the encrypted network traffic. |
| 出版日期 | Book 2024 |
| 关键词 | Adversary; Anomalies; Deep Packet Inspection; Deep Learning; Encryption; Explainable AI; Flow based Featur |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-031-62909-9 |
| isbn_softcover | 978-3-031-62908-2 |
| isbn_ebook | 978-3-031-62909-9Series ISSN 2191-5768 Series E-ISSN 2191-5776 |
| issn_series | 2191-5768 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
发表于 2025-3-21 18:11:49
