Smart NCAP supporting low-rate DDoS detection for IEEE 21451-1-5 internet of things

Jie Ren, Yi Liu, Jun Wu, Jianhua Li, Kuan Wang

研究成果

3 被引用数 (Scopus)

抄録

With the increasing variety of Internet of Things (IoT) devices, the complexity and heterogeneity of next generation IoT have increased the difficulty of managing IoT devices. The development direction of traditional IoT networks is moving towards the IEEE-21451 standard architecture. In IEEE-21451 standard system, Network Capable Application Processor (N-CAP) is a pivotal composition of the overall network architecture while there is not a mature architecture and implementation of smart NCAP. In addition, the new IoT is facing a variety of security issues. As a new type of Distributed Denial of Service (DDoS) attack, Low-rate Distributed Denial of Service (LDDoS) attack is efficient and uneasy to find. Considering the limited resources of IoT devices, it's difficult to establish security mechanism against LDDoS attack in IoT node level. In this paper, we propose a smart NCAP supporting LDDoS detection and implement the NCAP test bed platform using the Raspberry Pi. We design the architecture of smart NCAP from perspectives of embedding SNMP module, management work and mechanism for interacting with nodes. Then we propose a method for detecting LDDoS attack traffic using a linear multiple regression model with Simple Network Management Protocol (SNMP) contents. Simulations show that the computational resources occupied by the proposed scheme are within an acceptable range.

本文言語English
ホスト出版物のタイトルProceedings - 2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019
出版社Institute of Electrical and Electronics Engineers Inc.
ページ532-535
ページ数4
ISBN(電子版)9781538685006
DOI
出版ステータスPublished - 2019 5
外部発表はい
イベント2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019 - Taipei, Taiwan, Province of China
継続期間: 2019 5 62019 5 9

出版物シリーズ

名前Proceedings - 2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019

Conference

Conference2019 IEEE International Conference on Industrial Cyber Physical Systems, ICPS 2019
国/地域Taiwan, Province of China
CityTaipei
Period19/5/619/5/9

ASJC Scopus subject areas

  • ハードウェアとアーキテクチャ
  • 産業および生産工学
  • 情報システムおよび情報管理
  • コンピュータ ネットワークおよび通信
  • 安全性、リスク、信頼性、品質管理

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