Simula@BI: Adventures in Data-Driven Software Engineering

Speaker: Chief Research Scientist/Research Professor Leon Moonen, Simula and BI

  • Starts:13:30, 16 June 2022
  • Ends:14:30, 16 June 2022
  • Location:Hybrid event: auditorium A2-070 at BI Oslo & Zoom
  • Contact:Siri Johnsen (Siri.johnsen@bi.no)

In this talk, I'll give an overview of our research in data-driven software engineering over the last eight years. We'll explore various directions, such as the use of association rule mining for giving software change recommendations, unsupervised techniques for efficient analysis and diagnosis of high volume build and test logs, the use of ML-based NLP for the detection and repair of vulnerabilities in source code, use of artificial immune systems to build autonomous self-healing software systems, and initial ideas around a new project that uses knowledge graphs to collect and interconnect cyber threat intelligence to enable proactive risk assessments.