Encrypted Network Traffic Analysis
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 o...
Gespeichert in:
| Hauptverfasser: | , , , |
|---|---|
| Körperschaft: | |
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cham :
Springer International Publishing : Imprint: Springer,
2024.
|
| Ausgabe: | 1st ed. 2024. |
| Schriftenreihe: | SpringerBriefs in Computer Science,
|
| Schlagworte: | |
| Online-Zugang: | https://doi.org/10.1007/978-3-031-62909-9 |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-031-62909-9 | ||
| 003 | DE-He213 | ||
| 005 | 20260810160434.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 240725s2024 sz | o |||| 0|eng d | ||
| 020 | |a 9783031629099 |9 978-3-031-62909-9 | ||
| 024 | 7 | |a 10.1007/978-3-031-62909-9 |2 doi | |
| 050 | 4 | |a QA268 | |
| 072 | 7 | |a GPJ |2 bicssc | |
| 072 | 7 | |a URY |2 bicssc | |
| 072 | 7 | |a COM083000 |2 bisacsh | |
| 072 | 7 | |a GPJ |2 thema | |
| 072 | 7 | |a URY |2 thema | |
| 082 | 0 | 4 | |a 005.824 |2 23 |
| 100 | 1 | |a Cherukuri, Aswani Kumar. |e author. |0 (orcid)0000-0001-8455-9108 |1 https://orcid.org/0000-0001-8455-9108 |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Encrypted Network Traffic Analysis |h [electronic resource] / |c by Aswani Kumar Cherukuri, Sumaiya Thaseen Ikram, Gang Li, Xiao Liu. |
| 250 | |a 1st ed. 2024. | ||
| 264 | 1 | |a Cham : |b Springer International Publishing : |b Imprint: Springer, |c 2024. | |
| 300 | |a 1 online resource (XII, 99 p. 27 illus.). |b 14 illus. in color. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 341 | 0 | |b Table of contents navigation |2 onix | |
| 341 | 0 | |b Single logical reading order |2 onix | |
| 341 | 0 | |b Short alternative textual descriptions |2 onix | |
| 341 | 0 | |b Use of color is not sole means of conveying information |2 onix | |
| 341 | 0 | |b Use of high contrast between text and background color |2 onix | |
| 341 | 0 | |b Next / Previous structural navigation |2 onix | |
| 341 | 0 | |b All non-decorative content supports reading without sight |2 onix | |
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a SpringerBriefs in Computer Science, |x 2191-5776 | |
| 505 | 0 | |a Preface -- Acknowledgement -- Chapter 1 Introduction -- Chapter 2 Encrypted Network Traffic Analysis -- Chapter 3 Classification of Encrypted Network Traffic -- Chapter 4 Detection of Anomalous Encrypted Traffic -- Chapter 5 AI based Approaches for Anomaly Detection. | |
| 520 | |a 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. Chapter 3 provides details analyzing the encrypted network traffic and classification of various kinds of encrypted network traffic. Chapter 4 discusses techniques for detecting attacks against encrypted protocols and chapter 5 analyzes AI based approaches for anomaly detection. Researchers and professionals working in the related field of Encrypted Network Traffic will purchase this book as a reference. Advanced-level students majoring in computer science will also find this book to be a valuable resource. | ||
| 532 | 8 | |a Accessibility summary: This PDF does not fully comply with PDF/UA standards, but does feature limited screen reader support, described non-text content (images, graphs), bookmarks for easy navigation and searchable, selectable text. Users of assistive technologies may experience difficulty navigating or interpreting content in this document. We recognize the importance of accessibility, and we welcome queries about accessibility for any of our products. If you have a question or an access need, please get in touch with us at accessibilitysupport@springernature.com. | |
| 532 | 8 | |a No reading system accessibility options actively disabled | |
| 532 | 8 | |a Publisher contact for further accessibility information: accessibilitysupport@springernature.com | |
| 588 | |a Print version record. | ||
| 650 | 0 | |a Cryptography. | |
| 650 | 0 | |a Data encryption (Computer science). | |
| 650 | 0 | |a Computer networks |x Security measures. | |
| 650 | 1 | 4 | |a Cryptology. |
| 650 | 2 | 4 | |a Mobile and Network Security. |
| 700 | 1 | |a Ikram, Sumaiya Thaseen. |e author. |0 (orcid)0000-0001-8906-2010 |1 https://orcid.org/0000-0001-8906-2010 |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 700 | 1 | |a Li, Gang. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 700 | 1 | |a Liu, Xiao. |e author. |0 (orcid)0000-0001-8400-5754 |1 https://orcid.org/0000-0001-8400-5754 |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783031629082 |
| 776 | 0 | 8 | |i Printed edition: |z 9783031629105 |
| 830 | 0 | |a SpringerBriefs in Computer Science, |x 2191-5776 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-031-62909-9 |
| 912 | |a ZDB-2-SCS | ||
| 912 | |a ZDB-2-SXCS | ||
| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||