*The 3rd International Workshop on Graph-based Network Security* (GraSec
2022) will be held in conjunction with the IEEE/IFIP Network Operations
and Management Symposium (NOMS) in *Budapest, Hungary, 25-29 April 2022*.
The workshop serves to bring together people from industry and academia
including researchers, developers, and practitioners from a variety of
fields working on graphs and their applications in cybersecurity and
network management. Moreover, the workshop allows attendees to share and
discuss their latest findings from both theoretical and practical
perspectives in several techniques and methods for graph modeling,
mining, learning, and visualizing. The main goal of GraSec is to present
research and experience in the application of graph theory and
graph-based approached to data analytics in network security and
forensics, network management and traffic analysis, and related fields.
*TOPICS OF INTEREST*
Authors are invited to submit papers that fall into or are related to
one or multiple topic areas listed below:
* Graph-based intrusion detection and botnet activity detection,
* Graph-based anomaly detection for network security and management,
* Attack graphs modeling and application, graph-based threat assessment,
* Graph-based models for network modeling and situational awareness,
* Graph-based approaches to network traffic analysis and forensics,
* Graph application in access controls, security policies,
* Autoencoders and representation learning for graphs,
* Graph embedding techniques for network security and management,
* Graph databases and graph-based tools for big data analysis in
network management,
* Parallel algorithms for dynamic and big graph analysis on HPC systems,
* Graph sampling and summarizing techniques,
* Visualization of dynamic and large-scale graphs/networks,
* Novel applications of graphs in network security and management.
*SUBMISSION INSTRUCTIONS*
Paper submissions must present original, unpublished research,
development, or experiences. Each submission must be written in English,
accompanied by a 50 to 200 words abstract that clearly outlines the
scope and contributions of the paper. There is a length limitation of 6
pages (including title, abstract, all figures, tables, and references)
for regular papers, and 4 pages for short papers describing work in
progress. Submissions must be in IEEE 2-column style. Papers accepted
for GraSec will be included in the IFIP/IEEE NOMS conference
proceedings. Authors should submit their papers via JEMS:
https://jems.sbc.org.br/noms2022
Paper Submission Deadline: *February 13, 2022 (extended)*
Notification of Acceptance: *March 13, 2022 (extended)*
Submission of Camera-ready Version: *March 27, 2022 (FIRM!)*
For more information contact the workshop co-chairs:
Martin Husák, husakm@ics.muni.cz
Hamida Seba, hamida.seba@univ-lyon1.fr
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