-------- Forwarded Message -------- Subject: [AISWorld] [RSDA 2020] co-located with ISSRE 2020 (virtual conference) - Deadline: August 3, 2020 Date: Tue, 14 Jul 2020 15:08:00 +0200 From: Raffaele Della Corte raffaele.dellacorte@critiware.com To: aisworld@lists.aisnet.org
The 5th International Workshop on Reliability and Security Data Analysis (RSDA 2020)
co-located with The 31st Annual IEEE International Symposium on Software Reliability Engineering (ISSRE 2020) Virtual conference 12-15 Oct 2020
RSDA is a well-established venue that aims to gather high-quality papers on reliability and security data analysis. The workshop follows its four past successful editions held at ISSRE 2019, DSN 2016, ISSRE 2014, and DSN 2013.
The 5th RSDA Edition is co-located with the prestigious 31st Annual IEEE International Symposium on Software Reliability Engineering (ISSRE 2020), 12-15 Oct 2020, which will be a full virtual conference due to the worldwide situation regarding COVID-19.
*** RSDA 2020 will be virtual!!! ***
ISSRE 2020, such as its workshops, will be a full virtual conference. Authors of accepted workshop papers are expected to give a remote talk, with no in-person attendance.
RSDA is a friendly and lively forum to stimulate scientific research and practice on reliability and security data. Both research papers and industry experience reports are welcome in any application area, domain and topic of RSDA listed below. We warmly invite you to visit the workshop webpage to learn more.
Please consider submitting your papers and forwarding this email to your colleagues!
WEBPAGE:
http://www.dessert.unina.it/RSDA2020
WikiCFP:
http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=107847%C2%A9ownerid...
*** CALL FOR PAPERS ***
The inherent potential of reliability and security data is well recognized by academia and industry for assessing dependability properties of computer systems and operational networks, and improving the engineering process. Analysis of textual logs and numeric data produced under real workload conditions by applications, systems, and networks, intrusion detection systems, and issue trackers plays a key role for engineers and practitioners. Nevertheless, in spite of decades of research and methodological advances, data analysis in this specific area keeps posing challenging research questions due to the heterogeneity, volume and velocity of the collected data, the lack of systematic end-to-end analysis procedures, the increasing diversity of analysis objectives and emerging application domains in critical areas.
GOALS
RSDA 2020 aims to concentrate ideas and contributions from academic and industrial organizations addressing reliability and security of computer systems through data analysis. RSDA aims to gather high-quality papers on data-driven methodologies, measurements from production systems, and analysis of large datasets.
The past RSDA editions have established a friendly and lively forum to stimulate scientific research and discuss analysis techniques, procedures and tools that are currently adopted to manage, analyze or evaluate reliability and security data sets.
The expected output of the workshop is to keep fostering synergies between researchers and industrial bodies of different research communities concerned by RSDA and establishing the agenda of future research activities in the area.
TOPICS OF INTEREST
The workshop addresses the following topics:
- Event logs and security-related data collection, processing and management; - Monitoring and analysis of resource utilization metrics; - Dependability and security monitoring, measurement and modeling; - Anomaly detection; - Analysis of attacks, defenses, and countermeasures; - Adversarial machine learning: - Security Information and Event Management (SIEM); - Data visualization; - Intrusion detection and prevention; - Denial-of-Service and botnet analysis, detection, and mitigation; - Application security status monitoring; - Behavior-based fraud and threat detection; - Insider threat and functional misuse detection; - Error/Failure detection and characterization; - Failure prediction and recovery techniques; - Failure data analysis and field studies; - Fault and intrusion tolerance; - Defect analysis and Software Reliability Growth Models (SRGM); - Dependability and security forensics; - Generation of synthetic data sets for benchmarking dependability/security techniques; - Dependability and security analysis of large datasets and production systems; - Machine Learning for security.
Relevant application areas include, but are not limited to:
- Application dependability and security; - Distributed, parallel, clustered and grid systems; - Critical infrastructures protection; - Cloud; - Mobile systems and services; - Middleware, database and transactional systems; - Operating systems; - Web-based information systems.
*** PAPER SUBMISSION ***
Submissions must not exceed 6 pages; they must be written in English and adhere to the double column IEEE conference style format. Submissions must be made electronically and imply the willingness of at least one of the authors to register and virtually attend the workshop, if accepted.
Authors of accepted papers are expected to give a remote talk, with no in-person attendance.
The papers accepted at RSDA will be included in the ISSRE 2020 Supplemental Proceedings as well as in the ISSRE-W volume on IEEE Xplore as workshop papers.
Submission link and instructions are available at the webpage http://www.dessert.unina.it/RSDA2020
*** IMPORTANT DATES ***
Paper Submission: August 3, 2020 Notification: August 21, 2020 Camera Ready: August 28, 2020
WORKSHOP CO-CHAIRS
Raffaele Della Corte, Critiware, ITA Christopher Gutierrez, Intel Labs, USA Jin Hong, University of Western Australia, AUS Marta Catillo, Università degli Studi del Sannio, ITA
WEBPAGE
http://www.dessert.unina.it/RSDA2020
CONTACTS
For any information please send an email to raffaele.dellacorte@critiware.com _______________________________________________ AISWorld mailing list AISWorld@lists.aisnet.org