Evaluating the Impact of Intrusion Sensitivity on Securing Collaborative Intrusion Detection Networks Against SOOA

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)

2 Scopus Citations
View graph of relations

Author(s)

Related Research Unit(s)

Detail(s)

Original languageEnglish
Title of host publicationAlgorithms and Architectures for Parallel Processing
Subtitle of host publicationProceedings, Part IV
EditorsJaideep Vaidya, Jin Li
PublisherSpringer Nature Switzerland AG
Pages481-494
ISBN (Electronic)9783030050634
ISBN (Print)9783030050627
Publication statusPublished - Nov 2018

Publication series

NameLecture Notes in Computer Science
VolumeLNCS 11337
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Title18th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2018)
LocationUniversity Town International Hotel (广州华工大学城中心酒店)
PlaceChina
CityGuangzhou
Period15 - 17 November 2018

Abstract

Cyber attacks are greatly expanding in both size and complexity. To handle this issue, research has been focused on collaborative intrusion detection networks (CIDNs), which can improve the detection accuracy of a single IDS by allowing various nodes to communicate with each other. While such collaborative system or network is vulnerable to insider attacks, which can significantly reduce the advantages of a detector. To protect CIDNs against insider attacks, one potential way is to enhance the trust evaluation among IDS nodes, i.e., by emphasizing the impact of expert nodes. In this work, we adopt the notion of intrusion sensitivity that assigns different values of detection capability relating to particular attacks, and evaluate its impact on defending against a special On-Off attack (SOOA). In the evaluation, we investigate the impact of intrusion sensitivity in a simulated CIDN environment, and experimental results demonstrate that the use of intrusion sensitivity can help enhance the security of CIDNs under adversarial scenarios, like SOOA.

Research Area(s)

  • Challenge-based trust mechanism, Collaborative network, Insider attack, Intrusion detection, Intrusion sensitivity

Citation Format(s)

Evaluating the Impact of Intrusion Sensitivity on Securing Collaborative Intrusion Detection Networks Against SOOA. / Madsen, David; Li, Wenjuan; Meng, Weizhi; Wang, Yu.

Algorithms and Architectures for Parallel Processing: Proceedings, Part IV. ed. / Jaideep Vaidya; Jin Li. Springer Nature Switzerland AG, 2018. p. 481-494 (Lecture Notes in Computer Science; Vol. LNCS 11337 ).

Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)