Graph-based visual analytics for cyber threat intelligence

Abstract The ever-increasing amount of major security incidents has led to an emerging interest in cooperative approaches to encounter cyber threats. To enable cooperation in detecting and preventing attacks it is an inevitable necessity to have structured and standardized formats to describe an inc...

Full description

Bibliographic Details
Main Authors: Fabian Böhm, Florian Menges, Günther Pernul
Format: Article
Language:English
Published: SpringerOpen 2018-12-01
Series:Cybersecurity
Subjects:
Online Access:http://link.springer.com/article/10.1186/s42400-018-0017-4
id doaj-cd1a5510aeb649b2b3cbef687fd74246
record_format Article
spelling doaj-cd1a5510aeb649b2b3cbef687fd742462020-11-24T21:22:38ZengSpringerOpenCybersecurity2523-32462018-12-011111910.1186/s42400-018-0017-4Graph-based visual analytics for cyber threat intelligenceFabian Böhm0Florian Menges1Günther Pernul2Department of Information Systems, University of RegensburgDepartment of Information Systems, University of RegensburgDepartment of Information Systems, University of RegensburgAbstract The ever-increasing amount of major security incidents has led to an emerging interest in cooperative approaches to encounter cyber threats. To enable cooperation in detecting and preventing attacks it is an inevitable necessity to have structured and standardized formats to describe an incident. Corresponding formats are complex and of an extensive nature as they are often designed for automated processing and exchange. These characteristics hamper the readability and, therefore, prevent humans from understanding the documented incident. This is a major problem since the success and effectiveness of any security measure rely heavily on the contribution of security experts. To meet these shortcomings we propose a visual analytics concept enabling security experts to analyze and enrich semi-structured cyber threat intelligence information. Our approach combines an innovative way of persisting this data with an interactive visualization component to analyze and edit the threat information. We demonstrate the feasibility of our concept using the Structured Threat Information eXpression, the state-of-the-art format for reporting cyber security issues.http://link.springer.com/article/10.1186/s42400-018-0017-4Cyber threat intelligenceVisual analyticsUsable cybersecuritySTIX
collection DOAJ
language English
format Article
sources DOAJ
author Fabian Böhm
Florian Menges
Günther Pernul
spellingShingle Fabian Böhm
Florian Menges
Günther Pernul
Graph-based visual analytics for cyber threat intelligence
Cybersecurity
Cyber threat intelligence
Visual analytics
Usable cybersecurity
STIX
author_facet Fabian Böhm
Florian Menges
Günther Pernul
author_sort Fabian Böhm
title Graph-based visual analytics for cyber threat intelligence
title_short Graph-based visual analytics for cyber threat intelligence
title_full Graph-based visual analytics for cyber threat intelligence
title_fullStr Graph-based visual analytics for cyber threat intelligence
title_full_unstemmed Graph-based visual analytics for cyber threat intelligence
title_sort graph-based visual analytics for cyber threat intelligence
publisher SpringerOpen
series Cybersecurity
issn 2523-3246
publishDate 2018-12-01
description Abstract The ever-increasing amount of major security incidents has led to an emerging interest in cooperative approaches to encounter cyber threats. To enable cooperation in detecting and preventing attacks it is an inevitable necessity to have structured and standardized formats to describe an incident. Corresponding formats are complex and of an extensive nature as they are often designed for automated processing and exchange. These characteristics hamper the readability and, therefore, prevent humans from understanding the documented incident. This is a major problem since the success and effectiveness of any security measure rely heavily on the contribution of security experts. To meet these shortcomings we propose a visual analytics concept enabling security experts to analyze and enrich semi-structured cyber threat intelligence information. Our approach combines an innovative way of persisting this data with an interactive visualization component to analyze and edit the threat information. We demonstrate the feasibility of our concept using the Structured Threat Information eXpression, the state-of-the-art format for reporting cyber security issues.
topic Cyber threat intelligence
Visual analytics
Usable cybersecurity
STIX
url http://link.springer.com/article/10.1186/s42400-018-0017-4
work_keys_str_mv AT fabianbohm graphbasedvisualanalyticsforcyberthreatintelligence
AT florianmenges graphbasedvisualanalyticsforcyberthreatintelligence
AT guntherpernul graphbasedvisualanalyticsforcyberthreatintelligence
_version_ 1725994868031881216