DCDS'22: 4th Workshop on Data-Centric Dependability and Security (Co-located with DSN) DSN 2022 Baltimore, MD, United States, June 27, 2022 |
Conference website | http://dcds.lasige.di.fc.ul.pt |
Submission link | https://easychair.org/conferences/?conf=dcds22 |
Submission deadline | April 4, 2022 |
Workshop Description
Today’s computing systems are increasingly networked, complex and diverse, integrating multiple distinct components with different configurations and several software for different purposes. They operate under increasing scales and in dynamic operating environments, generating more and more functional and non-functional data and processing a myriad of data received from other systems. Along with vulnerability assessment information and open source intelligence (e.g., cyber threat intelligence (CTI)), these data can be fused and exploited to improve the security and dependability of systems, making them more resilient to cyberattacks, like 0-day attacks, accident faults and unexpected operating conditions. Additionally, as systems grow in complexity and size, they become harder to manage and report on. This calls for solutions combining the latest advances in areas such as large-scale data processing, data science, visualization and machine and statistical learning.
DCDS’22 aims at providing researchers with a forum to exchange and discuss scientific contributions and open challenges, both theoretical and practical, related to the use of data-centric approaches that promote the dependability and cybersecurity of computing systems. We want to foster joint work and knowledge exchange between the dependability and security communities, and researchers and practitioners from areas such as machine and statistical learning, and data science and visualization. The workshop provides a forum for discussing novel trends in data-centric processing technologies and the role of such technologies in the development of resilient systems. It aims to discuss novel approaches for processing and analysing data generated by the systems as well as information gathered from open sources, leveraging from data science, machine and statistical learning techniques, and visualization. The workshop shall contribute to identify new application areas as well as open and future research problems, for data-centric approaches to system dependability and security.
Submission Guidelines
DCDS welcomes both research papers reporting results from mature work, as well as more speculative papers describing new ideas or preliminary exploratory work. Papers reporting industry experiences and case studies will also be encouraged. Submissions are accepted in two formats conforming to the IEEE two-column conference style:
-
Regular research papers of at most 8 pages including references.
-
Position research papers of at most 4 pages, including references. Position papers aim at fostering discussion and collaboration. They may review research published previously or outline new emerging ideas.
Research papers should be work that is not previously published or concurrently submitted elsewhere and will be published in the proceedings.
All submissions should be made in PDF and must adhere to the IEEE Computer Society 8.5″x11″ two-column camera-ready format (using a 10-point font on 12-point single-spaced leading). Templates are available here:
https://www.ieee.org/conferences_events/conferences/publishing/templates.html
Reviewing is single-blind. The names and affiliations of authors must appear in the submitted papers. Submissions not respecting format requirements may be rejected without review.
Submission Site
https://easychair.org/conferences/?conf=dcds22
List of Topics
The list of DCDS thematic areas includes, but is not limited to, the following areas where authors are invited to submit original papers:
- Data-driven dependability and security
- Machine/statistical learning for dependability and security
- Informed machine learning for security
- Data modelling and Visualization
- Threat detection and prevention
- Fault/Vulnerability detection
- Open source intelligence (OSINT) based threat awareness
- Data-driven improvements for SIEM’s
- Risk modeling and assessment
- Fault tolerance
Important Dates
- Paper submission: April 4, 2022
- Notification to authors:
April 25, 2022April 29, 2022 - Camera-ready:
May 2, 2022May 3, 2022 - Workshop: June 27, 2022
- Conference: June 27-30, 2022
Committees
Steering Committee
- Ibéria Medeiros, University of Lisboa, Portugal
- Ilir Gashi, City, University of London, UK
- Michael Kamp, Fraunhofer IAIS and University of Bonn, Germany
- Pedro Ferreira, University of Lisboa, Portugal
Program committee
- Alysson Bessani, University of Lisbon, Portugal
- Ambra Demontis, University of Bari Aldo Moro, Italy
- Antonio Pecchia, University of Sannio, Italy
- Cagatay Turkay, University of Warwick, UK
- Carsten Rudolph, Monash University, Australia
- Donato Malerba, University of Bari Aldo Moro, Italy
- Gustavo Gonzalez-Granadillo, Atos, Spain
- Marco Vieira, University of Coimbra, Portugal
- Miguel Correia, INESC-ID / Instituto Superior Tecnico, Portugal
- Rogério de Lemos, University of Kent, UK
Web and Publicity Chair
- Nuno Dionísio, University of Lisbon, Portugal
- Samaneh Shafee, University of Lisbon, Portugal
Publication
Authors of accepted full papers will have 30 minutes for presentation and discussion during the workshop, while authors of short papers will have 15 minutes.
At least one author of an accepted paper must register at the workshop.
Accepted papers (regular and short) will be published in the DSN supplemental volume and made available in IEEE Xplore.
Contact
All questions about submissions should be emailed to " pmf @ ciencias . ulisboa . pt "