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인공신경망 알고리즘을 통한 사물인터넷 위협 탐지 기술 연구  

Oh, Sungtaek (한국인터넷진흥원 정보보호R&D기술공유센터 보안위협대응R&D팀)
Go, Woong (한국인터넷진흥원 정보보호R&D기술공유센터 보안위협대응R&D팀)
Kim, Mijoo (한국인터넷진흥원 정보보호R&D기술공유센터 보안위협대응R&D팀)
Lee, Jaehyuk (한국인터넷진흥원 정보보호R&D기술공유센터 보안위협대응R&D팀)
Kim, Hong-Geun (한국인터넷진흥원 정보보호R&D기술공유센터 보안위협대응R&D팀)
Park, SoonTai (한국인터넷진흥원 정보보호R&D기술공유센터 보안위협대응R&D팀)
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1 M. Tavallaee, E. Bagheri, W. Lu, A. Ghorbani, "A detailed analysis of the KDD CUP 99 data set", Second IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA, 2009.
2 L. Dhanabal, Dr. S.P. Shantharajah, A Study on NSL-KDD Dataset for Intrusion Detection System Based on Classification Algorithmss, International Journal of Advanced Reserarch in Computer and Communication Engineering, IJARCCE, 2015
3 Mirsky, Yisroel, et al. "Kitsune: An Ensemble of Autoencoders for Online Network Intrusion Detection." Network and Distributed Systems Security (NDSS) Symposium 2018
4 Restuccia, Francesco, Salvatore D'Oro, and Tommaso Melodia. "Securing the internet of things in the age of machine learning and software-defined networking," IEEE Internet of Things Journal, 5(6), pp. 4829-4842, 2018.   DOI
5 A. John, R. Peter, "Electric Communi- cation Development," Communications of the ACM, 40, pp. 71-79, May 1997.
6 Midi, Daniele, et al. "Kalis-A system for knowledge-driven adaptable intrusion detection for the Internet of Things." 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS). IEEE, 2017.
7 Alaba, Fadele Ayotunde, et al. "Internet of Things security: A survey." Journal of Network and Computer Applications 88 (2017): 10-28.   DOI
8 Hodo, Elike, et al. "Threat analysis of IoT networks using artificial neural network intrusion detection system." 2016 International Symposium on Networks, Computers and Communications (ISNCC). IEEE, 2016.
9 Diro, Abebe Abeshu, and Naveen Chilamkurti. "Distributed attack detection scheme using deep learning approach for Internet of Things." Future Generation Computer Systems 82 (2018): 761-768.   DOI
10 Doshi, Rohan, Noah Apthorpe, and Nick Feamster. "Machine learning ddos detection for consumer internet of things devices." 2018 IEEE Security and Privacy Workshops (SPW). IEEE, 2018.
11 Nobakht, Mehdi, Vijay Sivaraman, and Roksana Boreli. "A host-based intrusion detection and mitigation framework for smart home IoT using OpenFlow." 2016 11th International conference on availability, reliability and security (ARES). IEEE, 2016.