Computerized systems and methods are provided to intelli gently and dynamically test one
or more changes made to one or more applications. Requirements are received for …

Broadly speaking, embodiments of the present techniques provide methods for inspecting a
neural network, such that a neural network can be made more transparent. The inspection is …

Root cause identification of a software defect includes identifying, in program code of a
software feature, hedge code of the software feature based on errors induced from …

A preferably cloud-based platform supports improvements in software development by
assessing quality of source code files, for example, when files are pushed to a software …

Code changes may be hierarchically clustered to discover coding practices. Code change
graphs for changes to code in a source code repository may be clustered according to …

Abstract Systems and methods are described for automated classification of defective code
from bug tracking tool data. An example method includes receiving a plurality of datasets …

In a computer-implemented method for improving a static analyzer output, a processor
receives a labeled data set with labeled true vulnerabilities and labeled false vulnerabilities …

A system and method for using a deep learning model to learn program semantics is
disclosed. The method includes receiving a plurality of execution traces of a program, each …

a “branch” corresponds to a line of software development that exists independently from
other lines of development but shares a common history. This common history may …

A computer-implemented method executed by at least one processor for software bug
localization is presented. The method includes constructing a bug localization graph to …