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RSDA 2020 : The 5th IEEE International Workshop on Reliability and Security Data Analysis

Coimbra, Portugal (Virtual workshop)
Event Date: Oct 12, 2020 - Oct 15, 2020
Submission Deadline: Aug 03, 2020
Notification of Acceptance: Aug 21, 2020
Camera Ready Version Due : Aug 28, 2020

About

The 5th IEEE International Workshop on Reliability and Security Data Analysis (RSDA 2020) is co-located with the 31th Annual IEEE International Symposium on Software Reliability Engineering (ISSRE 2020) being held in Oct 12 - 15, 2020, as virtual conference (which was initially planned to be held in Coimbra, PORTUGAL).

Call For Paper

RSDA ADDRESSES, BUT IT IS NOT LIMITED TO, THE FOLLOWING RESEARCH ISSUES/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.

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