IEEE Consumer Electronics Magazine - May/June 2022 - 37

and hence lead the security engines to yield false
attack detections, thus increasing the false
detection rate. Therefore, to overcome this
issue, we have proposed, developed, and demonstrated
a trusted security game approach to
examine the detection decision provided by distributed
security engines.
&REFERENCES
1. 3GPP TS 23.501 v15.1.0, System Architecture for the
5G System; Stage 2, 03/2018.
2. X. Sun and N. Ansari, " EdgeIoT: Mobile edge
computing for the internet of things, " IEEECommun.
Mag., vol. 54, no. 12, pp. 22-29, Dec. 2016.
3. L. Xiao, X. Wan, C. Dai, X. Du, X. Chen, and
M. Guizani, " Security in mobile edge caching with
reinforcement learning, " IEEEWireless Commun.,
vol. 25, no. 3, pp. 116-122, Jun. 2018.
4. D. Puthal, S. P. Mohanty, S. A. Bhavake, G. Morgan, and
R. Ranjan, " Fogcomputing security challenges and
future directions [energy and security], " IEEEConsum.
Electron. Mag., vol. 8, no. 3, pp. 92-96, May 2019.
5. S. S. Baidya andR. Hewett, " SDN-based edge
computing security: Detecting and mitigating flow rule
attacks, " inProc. 4thACM/IEEESymp. EdgeComput.,
2019, pp. 364-370.
6. Z. Hassan, R. O. Shahzeb, S. Gnatyuk, A. Zaman, and
M. Shah, " Detection of distributed denial of service
attacks using snort rules in cloud computing & remote
control systems, " in Proc. IEEE5th Int. Conf. Methods
Syst. Navig. Motion Control, 2018, pp. 283-288.
7. Z. Cai, B. Qian, and Y. Xiao, " Edge computing based bad
metering data detection, " in Proc. IEEE3rdConf.Energy
InternetEnergySyst. Integr., 2019, pp. 693-698.
8. Y. Chen, Y. Zhang, S. Maharjan, M. Alam, and T. Wu,
" Deep learning for secure mobile edge computing in
cyber-physical transportation systems, " IEEENetw.,
vol. 33, no. 4, pp. 36-41, Jul./Aug. 2019.
9. A. Samy,H. Yu, and H. Zhang, " Fog-Based attack
detection framework for internet of things usingdeep
learning, " IEEEAccess, vol. 8, pp. 74571-74585, 2020.
10. P. Subramaniam and M. J. Kaur, " Review of security in
mobile edge computing with deep learning, " in Proc.
IEEEAdv. Sci. Eng. Technol. Int. Conf., 2019, pp. 1-5.
11. H. Wang, L. Barriga, A. Vahidi, and S. Raza, " Machine
learning for security at the IoT edge-A feasibility
study, " in Proc. IEEE16th Int. Conf. Mobile AdHoc
Sensor Syst. Workshops, 2019, pp. 7-12.
12. X. Sun, Y. Liu, J. Li, J. Zhu, X. Liu, and H. Chen, " Using
cooperative game theory to optimize the feature
selection problem, " Neurocomputing, vol. 97, no. 15,
2012, pp. 86-93.
13. E. Eziama, K. Tepe, A. Balador, K. S. Nwizege, and L. M.
Jaimes, " Malicious node detection in vehicular ad-hoc
network usingmachine learning anddeep learning, " in
Proc. IEEEGlobecomWorkshops, 2018, pp. 1-6.
14. T. Schlegl, P. Seeb€ock, S. M. Waldstein, U. SchmidtErfurth,
and G. Langs, " Unsupervised anomaly
detection with generative adversarial networks to
guide marker discovery, " in Proc. Int. Conf. Inf.
Process. Med. Imag., 2017, pp. 146-157.
15. M. Nour and J. Slay, " UNSW-NB15: A comprehensive
data set for network intrusion detection systems
(UNSW-NB15 network data set), " in Proc. IEEEMil.
Commun. Inf. Syst. Conf., 2015, pp. 1-6.
Hichem Sedjelmaci (Member, IEEE) is a Senior
R&D and Projects Manager with Orange Labs,
Ch^atillon, France. Contact him at hichem.
sedjelmaci@orange.com.
Sidi-Mohammed Senouci (Member, IEEE) is a
Full Professor with University of Burgundy, Dijon,
France. Contact him at sidi-mohammed.senouci@ubourgogne.fr.
Nirwan
Ansari (Fellow, IEEE) is a Distinguished
Professor with the New Jersey Institute of Technology
(NJIT), New Jersey, USA. Contact him at nirwan.
ansari@njit.edu.
Abdelwahab Boualouache (Member, IEEE) is a
Research Associate with University of Luxembourg,
Esch-sur-Alzette, Luxembourg. Contact him at
abdelwahab.boualouache@uni.lu.
May/June 2022
37

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