English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Tools annual

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Tools monthly

Global: Zendy Plus monthly

Presents the access of premium content as premium feature

Premium Content

Global: Zendy Plus annual

Global: Zendy Free Plan

Intrusion Detection Systems (IDS) are key components for securing criticalinfrastructures, capable of detecting malicious activities on networks orhosts. The procedure of implementing a IDS for Internet of Things (IoT)networks is not without challenges due to the variability of these systems andspecifically the difficulty in accessing data. The specifics of these veryconstrained devices render the design of an IDS capable of dealing with thevaried attacks a very challenging problem and a very active research subject.In the current state of literature, a number of approaches have been proposedto improve the efficiency of intrusion detection, catering to some of theselimitations, such as resource constraints and mobility. In this article, wereview works on IDS specifically for these kinds of devices from 2008 to 2018,collecting a total of 51 different IDS papers. We summarise the current themesof the field, summarise the techniques employed to train and deploy the IDSsand provide a qualitative evaluations of these approaches. While these worksprovide valuable insights and solutions for sub-parts of these constraints, wediscuss the limitations of these solutions as a whole, in particular what kindsof attacks these approaches struggle to detect and the setup limitations thatare unique to this kind of system. We find that although several paper claimnovelty of their approach little inter paper comparisons have been made, thatthere is a dire need for sharing of datasets and almost no shared coderepositories, consequently raising the need for a thorough comparativeevaluation.

A Review of Intrusion Detection Systems and Their Evaluation in the IoT