NDLI: Threat model and construction strategy on ADS-B attack data

Content Provider	IET Digital Library
Author	Li, Tengyao Wang, Buhong Shang, Fute Tian, Jiwei Cao, Kunrui
Abstract	With the fast increase in airspace density and high-safety requirements on aviation, automatic dependent surveillance-broadcast (ADS-B) is regarded as the primary method in the next generation air traffic surveillance. The ADS-B data is broadcast with the plain text without sufficient security measures, which results in various attack patterns emerging. However, in terms of constrictions with laws and regulations, ADS-B attack data is difficult to collect and obtain, which is essential for data security research studies. To deal with the absence of ADS-B attack data in real environments, the construction strategy on ADS-B attack data is proposed. For construction fidelity, ADS-B data features are analysed and modelled at first. Then the popular and classical attack patterns on ADS-B data are analysed to establish threat models. Based on the original ADS-B data sets, the construction strategy is designed to focus on attack target selection, key parameter determination, and mixture strategy, reproducing the attack intentions. The constructed ADS-B attack data sets are hybrid data sets including the normal and attack data. By simulation analyses, the feasibility and availability of the construction strategy were validated with real ADS-B data.
Starting Page	542
Ending Page	552
Page Count	11
ISSN	17518709
Volume Number	14
e-ISSN	17518717
Issue Number	Issue 5, Sep (2020)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-ifs/14/5
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-ifs.2018.5635
Journal	IET Information Security
Publisher Date	2020-04-07
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	ADS-B Attack Data Sets ADS-B Data Features Analysis Air Traffic Air Traffic Control Air Traffic Surveillance Aviation, Automatic Dependent Surveillance-broadcast Classical Attack Pattern Construction Strategy Data Analysis Data Security Data Security Research Studies High-safety Requirements Military Computing Military Engineering Computing Plain Text Security of Data Surveillance Threat Model
Content Type	Text
Resource Type	Article
Subject	Computer Networks and Communications Information Systems Software

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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