
Artificial Intelligence Tools for Cyber Attribution
Kurzinformation



inkl. MwSt. Versandinformationen
Artikel zZt. nicht lieferbar
Artikel zZt. nicht lieferbar

Beschreibung
This SpringerBrief discusses how to develop intelligent systems for cyber attribution regarding cyber-attacks. Specifically, the authors review the multiple facets of the cyber attribution problem that make it difficult for "out-of-the-box" artificial intelligence and machine learning techniques to handle. Attributing a cyber-operation through the use of multiple pieces of technical evidence (i.e., malware reverse-engineering and source tracking) and conventional intelligence sources (i.e., human or signals intelligence) is a difficult problem not only due to the effort required to obtain evidence, but the ease with which an adversary can plant false evidence. This SpringerBrief not only lays out the theoretical foundations for how to handle the unique aspects of cyber attribution - and how to update models used for this purpose - but it also describes a series of empirical results, as well as compares results of specially-designed frameworks for cyber attribution to standard machine learning approaches. Cyber attribution is not only a challenging problem, but there are also problems in performing such research, particularly in obtaining relevant data. This SpringerBrief describes how to use capture-the-flag for such research, and describes issues from organizing such data to running your own capture-the-flag specifically designed for cyber attribution. Datasets and software are also available on the companion website. von Shakarian, Paulo und Nunes, Eric und Ruef, Andrew und Simari, Gerardo I.
Produktdetails

So garantieren wir Dir zu jeder Zeit Premiumqualität.
- Taschenbuch
- 152 Seiten
- Erschienen 2000
- Augsburg Fortress Publishers
- Hardcover
- 176 Seiten
- Erschienen 2022
- -
- Hardcover
- 304 Seiten
- Erschienen 2024
- Wiley
- Hardcover
- 160 Seiten
- Erschienen 2022
- Polity Press
- Hardcover
- 1328 Seiten
- Erschienen 2004
- Addison Wesley ein Imprint ...
- Taschenbuch
- 504 Seiten
- Erschienen 2020
- Springer
- hardcover
- 240 Seiten
- Erschienen 2022
- Wiley
- Gebunden
- 224 Seiten
- Erschienen 2021
- Librero