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Mon 10 Oct 2022 11:00 - 11:30 at Ambassador A - Session 2 - AI & Software Engineering

Background: Automated Intelligent Toolchains are widely used in software engineering to deploy automated program repair techniques, or in software security to identify vulnerabilites. Overall Research Problem: Most studies with automated intelligent tool-chains report uncertainty and evaluations only of the individual components of the chain. How do we calculate the uncertainty and error propagation on the overall automated toolchain? Approach: I plan to replicate research case studies to collect data and design a methodology to reconstruct the overall correctness metrics of the toolchains, or identifying missing variables. Further confirmatory experiments with humans will be performed. Finally, I will implement an artifact to automate the overall assessment of automated toolchains. Current Status: A preliminary validation of published studies showed promising results.

Mon 10 Oct

Displayed time zone: Eastern Time (US & Canada) change

10:30 - 12:00
Session 2 - AI & Software EngineeringDoctoral Symposium at Ambassador A
10:30
30m
Doctoral symposium paper
Leveraging Artificial Intelligence on Binary Code Comprehension
Doctoral Symposium
Yifan Zhang Vanderbilt University
11:00
30m
Doctoral symposium paper
Assessment of Automated (Intelligent) Toolchains
Doctoral Symposium
Aurora Papotti Vrije Universiteit Amsterdam
11:30
30m
Doctoral symposium paper
Extraction and Management of Rationale
Doctoral Symposium
Mouna Dhaouadi University of Montreal