[aims-announce] GRASEC 2024 : The 5th International Workshop on Graph-based Approaches for Cybersecurity

[Martin Husák]

      GRASEC 2024 : The 5th International Workshop on Graph-based
      Approaches for Cybersecurity

This workshop aims at bringing together people from industry and 
academia, including researchers, developers, and practitioners from a 
variety of fields working on graphs and knowledge graphs, network 
management, data science, and cybersecurity. The workshop will allow 
attendees to share and discuss their latest findings from both 
theoretical and practical perspectives, namely in terms of graph-based 
security data representation, analysis, processing and visualization. 
The workshop attendees may benefit from sharing experience on 
graph-based data analysis regardless of the specific application. 
Moreover, researchers and practitioners will have an opportunity to 
familiarize themselves with recent advances in graph analysis, mining 
and learning, and other approaches that could be used in their work. The 
workshop aims to highlight the latest research and experience in 
graph-based approaches in cybersecurity. The workshop also seeks papers 
describing new datasets with real attack scenarios, graph modeling tools 
evaluated on existing and proposed datasets, and systematization of 
knowledge (SoK) papers. *
*


        *Topics of interest include, but are not limited to:*

  * Knowledge graphs and ontologies of cyberspaces and digital twins
  * Attack graphs modeling and application, graph-based threat assessment
  * Graph-based models for network modeling and cyber situational awareness
  * Graph-based approaches to network traffic analysis and forensics
  * Intrusion, anomaly, and botnet activity detection using graph data
  * Graph-based anomaly detection for network security and management
  * Graph application in access controls, security policies
  * Graph-based malware detection
  * Autoencoders and representation learning for graphs and knowledge
    graphs
  * Graph embedding techniques for network security and management problems
  * Graph databases and graph-based tools for security data analysis
  * Visualization and analysis of dynamic large-scale graphs and graph
    streams
  * Novel applications of static/dynamic and large graphs in network
    security and management


        Important Dates

Submission Deadline Apr 29, 2024
Author Notification May 29, 2024
Proceedings Version Jun 18, 2024
Conference Jul 30 — Aug 02, 2024


        Workshop Website

https://www.ares-conference.eu/grasec


        Workshop Chairs


Martin Husák, Masaryk University, Czech Republic, husakm at ics.muni.cz
Mohamed-Lamine Messai, University Lyon 2, France, 
mohamed-lamine.messai at univ-lyon2.fr
Hamida Seba, University Claude Bernard Lyon 1, France, 
hamida.seba at univ-lyon1.fr
-------------- next part --------------
An HTML attachment was scrubbed...
URL: <http://lists.ifi.uzh.ch/pipermail/aims-announce/attachments/20240422/d540aea3/attachment.html>