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Title: Behavioral fingerprinting of Internet‐of‐Things devices

 [1]; ORCiD logo [1];  [2]
  1. Department of Computer Science Colorado State University Fort Collins Colorado
  2. Department of Computer Science Colorado State University Fort Collins Colorado, National Science Foundation Alexandria Virginia
Publication Date:
Sponsoring Org.:
OSTI Identifier:
Grant/Contract Number:  
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
WIREs Data Mining and Knowledge Discovery
Additional Journal Information:
Journal Name: WIREs Data Mining and Knowledge Discovery Journal Volume: 11 Journal Issue: 1; Journal ID: ISSN 1942-4787
Wiley Blackwell (John Wiley & Sons)
Country of Publication:
Country unknown/Code not available

Citation Formats

Bezawada, Bruhadeshwar, Ray, Indrakshi, and Ray, Indrajit. Behavioral fingerprinting of Internet‐of‐Things devices. Country unknown/Code not available: N. p., 2019. Web. doi:10.1002/widm.1337.
Bezawada, Bruhadeshwar, Ray, Indrakshi, & Ray, Indrajit. Behavioral fingerprinting of Internet‐of‐Things devices. Country unknown/Code not available.
Bezawada, Bruhadeshwar, Ray, Indrakshi, and Ray, Indrajit. Mon . "Behavioral fingerprinting of Internet‐of‐Things devices". Country unknown/Code not available.
title = {Behavioral fingerprinting of Internet‐of‐Things devices},
author = {Bezawada, Bruhadeshwar and Ray, Indrakshi and Ray, Indrajit},
abstractNote = {},
doi = {10.1002/widm.1337},
journal = {WIREs Data Mining and Knowledge Discovery},
number = 1,
volume = 11,
place = {Country unknown/Code not available},
year = {2019},
month = {9}

Works referenced in this record:

GTID: A Technique for Physical Device <italic>and</italic> Device Type Fingerprinting
journal, September 2015

  • Radhakrishnan, Sakthi Vignesh; Uluagac, A. Selcuk; Beyah, Raheem
  • IEEE Transactions on Dependable and Secure Computing, Vol. 12, Issue 5
  • DOI: 10.1109/TDSC.2014.2369033

Who's in Control of Your Control System? Device Fingerprinting for Cyber-Physical Systems
conference, January 2016

Device Fingerprinting in Wireless Networks: Challenges and Opportunities
journal, April 2016

Machine Learning Techniques for Passive Network Inventory
journal, December 2010

  • Francois, Jerome; Abdelnur, Humberto; State, Radu
  • IEEE Transactions on Network and Service Management, Vol. 7, Issue 4
  • DOI: 10.1109/TNSM.2010.1012.0352

Towards automatic fingerprinting of IoT devices in the cyberspace
journal, January 2019

Toward an Intrusion Detection Approach for IoT Based on Radio Communications Profiling
conference, September 2017

  • Roux, Jonathan; Alata, Eric; Auriol, Guillaume
  • 2017 13th European Dependable Computing Conference (EDCC)
  • DOI: 10.1109/EDCC.2017.11

WDTF: A Technique for Wireless Device Type Fingerprinting
journal, July 2017

IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT
conference, June 2017

  • Miettinen, Markus; Marchal, Samuel; Hafeez, Ibbad
  • 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS)
  • DOI: 10.1109/ICDCS.2017.283

The Divergence and Bhattacharyya Distance Measures in Signal Selection
journal, February 1967

Estimation and removal of clock skew from network delay measurements
conference, January 1999

Behavioral Fingerprinting of IoT Devices
conference, January 2018

  • Bezawada, Bruhadeshwar; Bachani, Maalvika; Peterson, Jordan
  • Proceedings of the 2018 Workshop on Attacks and Solutions in Hardware Security - ASHES '18
  • DOI: 10.1145/3266444.3266452

Passive classification of wireless NICs during active scanning
journal, January 2008

  • Corbett, Cherita L.; Beyah, Raheem A.; Copeland, John A.
  • International Journal of Information Security, Vol. 7, Issue 5
  • DOI: 10.1007/s10207-007-0053-7

On Fast and Accurate Detection of Unauthorized Wireless Access Points Using Clock Skews
journal, March 2010

  • Jana, S.; Kasera, S. K.
  • IEEE Transactions on Mobile Computing, Vol. 9, Issue 3
  • DOI: 10.1109/TMC.2009.145

Adversarial classification
conference, January 2004

  • Dalvi, Nilesh; Domingos, Pedro
  • Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04
  • DOI: 10.1145/1014052.1014066

MIMO Authentication via Deliberate Fingerprinting at the Physical Layer
journal, September 2011

  • Yu, Paul L.; Sadler, Brian M.
  • IEEE Transactions on Information Forensics and Security, Vol. 6, Issue 3
  • DOI: 10.1109/TIFS.2011.2134850

Stuxnet, the real start of cyber warfare? [Editor's Note]
journal, November 2010

The Power of Models: Modeling Power Consumption for IoT Devices
journal, October 2015

On physical-layer identification of wireless devices
journal, November 2012

  • Danev, Boris; Zanetti, Davide; Capkun, Srdjan
  • ACM Computing Surveys, Vol. 45, Issue 1
  • DOI: 10.1145/2379776.2379782

Statistical pattern recognition: a review
journal, January 2000

  • Jain, A. K.; Duin, P. W.
  • IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 22, Issue 1
  • DOI: 10.1109/34.824819

A channel-based hypothesis testing approach to enhance user authentication in wireless networks
conference, January 2010

  • Tugnait, Jitendra K.; Kim, Hyosung
  • 2010 Second International Conference on COMmunication Systems and NETworks (COMSNETS 2010)
  • DOI: 10.1109/COMSNETS.2010.5432018

Remote physical device fingerprinting
conference, January 2005

  • Kohno, T.; Broido, A.; Claffy, K.
  • Proceedings. 2005 IEEE Symposium on Security and Privacy, 2005 IEEE Symposium on Security and Privacy (S&P'05)
  • DOI: 10.1109/SP.2005.18

IoT Devices Recognition Through Network Traffic Analysis
conference, December 2018

  • Shahid, Mustafizur R.; Blanc, Gregory; Zhang, Zonghua
  • 2018 IEEE International Conference on Big Data (Big Data)
  • DOI: 10.1109/BigData.2018.8622243

A passive approach to wireless device fingerprinting
conference, June 2010

  • Ke Gao, ; Corbett, Cherita; Beyah, Raheem
  • 2010 IEEE/IFIP International Conference on Dependable Systems & Networks (DSN)
  • DOI: 10.1109/DSN.2010.5544294

Characterizing and classifying IoT traffic in smart cities and campuses
conference, May 2017

  • Sivanathan, Arunan; Sherratt, Daniel; Gharakheili, Hassan Habibi
  • 2017 IEEE Conference on Computer Communications: Workshops (INFOCOM WKSHPS), 2017 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
  • DOI: 10.1109/INFCOMW.2017.8116438

Classifying IoT Devices in Smart Environments Using Network Traffic Characteristics
journal, August 2019

  • Sivanathan, Arunan; Gharakheili, Hassan Habibi; Loi, Franco
  • IEEE Transactions on Mobile Computing, Vol. 18, Issue 8
  • DOI: 10.1109/TMC.2018.2866249

Automatic Device Classification from Network Traffic Streams of Internet of Things
conference, October 2018

  • Bai, Lei; Yao, Lina; Kanhere, Salil S.
  • 2018 IEEE 43rd Conference on Local Computer Networks (LCN)
  • DOI: 10.1109/LCN.2018.8638232

ProfilIoT: a machine learning approach for IoT device identification based on network traffic analysis
conference, January 2017

  • Meidan, Yair; Bohadana, Michael; Shabtai, Asaf
  • Proceedings of the Symposium on Applied Computing - SAC '17
  • DOI: 10.1145/3019612.3019878

Comparison of the Device Lifetime in Wireless Networks for the Internet of Things
journal, January 2017