Securing ZigBee Commercial Communications Using Constellation Based Distinct Native Attribute Fingerprinting
Joint Authors
Temple, Michael A.
Rondeau, Christopher M.
Betances, J. Addison
Source
Security and Communication Networks
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-07-11
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Information Technology and Computer Science
Abstract EN
This work provides development of Constellation Based DNA (CB-DNA) Fingerprinting for use in systems employing quadrature modulations and includes network protection demonstrations for ZigBee offset quadrature phase shift keying modulation.
Results are based on 120 unique networks comprised of seven authorized ZigBee RZSUBSTICK devices, with three additional like-model devices serving as unauthorized rogue devices.
Authorized network device fingerprints are used to train a Multiple Discriminant Analysis (MDA) classifier and Rogue Rejection Rate (RRR) estimated for 2520 attacks involving rogue devices presenting themselves as authorized devices.
With MDA training thresholds set to achieve a True Verification Rate (TVR) of TVR = 95% for authorized network devices, the collective rogue device detection results for SNR ≥ 12 dB include average burst-by-burst RRR ≈ 94% across all 2520 attack scenarios with individual rogue device attack performance spanning 83.32% < RRR < 99.81%.
American Psychological Association (APA)
Rondeau, Christopher M.& Betances, J. Addison& Temple, Michael A.. 2018. Securing ZigBee Commercial Communications Using Constellation Based Distinct Native Attribute Fingerprinting. Security and Communication Networks،Vol. 2018, no. 2018, pp.1-14.
https://search.emarefa.net/detail/BIM-1213891
Modern Language Association (MLA)
Rondeau, Christopher M.…[et al.]. Securing ZigBee Commercial Communications Using Constellation Based Distinct Native Attribute Fingerprinting. Security and Communication Networks No. 2018 (2018), pp.1-14.
https://search.emarefa.net/detail/BIM-1213891
American Medical Association (AMA)
Rondeau, Christopher M.& Betances, J. Addison& Temple, Michael A.. Securing ZigBee Commercial Communications Using Constellation Based Distinct Native Attribute Fingerprinting. Security and Communication Networks. 2018. Vol. 2018, no. 2018, pp.1-14.
https://search.emarefa.net/detail/BIM-1213891
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1213891