[PDF][PDF] Machine learning and cybersecurity
M Musser, A Garriott - Center for Security and Emerging Technology …, 2021 - academia.edu
Established in January 2019, the Center for Security and Emerging Technology (CSET) at
Georgetown's Walsh School of Foreign Service is a research organization focused on …
Georgetown's Walsh School of Foreign Service is a research organization focused on …
Patchrnn: A deep learning-based system for security patch identification
With the increasing usage of open-source software (OSS) components, vulnerabilities
embedded within them are propagated to a huge number of underlying applications. In …
embedded within them are propagated to a huge number of underlying applications. In …
Security bug report usage for software vulnerability research: a systematic map** study
Context: Security bug reports are reports from bug tracking systems that include descriptions
and resolutions of security vulnerabilities that occur in software projects. Researchers use …
and resolutions of security vulnerabilities that occur in software projects. Researchers use …
Automated identification of security discussions in microservices systems: Industrial surveys and experiments
Lack of awareness and knowledge of microservices-specific security challenges and
solutions often leads to ill-informed security decisions in microservices system development …
solutions often leads to ill-informed security decisions in microservices system development …
Early Detection of Security-Relevant Bug Reports using Machine Learning: How Far Are We?
AD Sawadogo, Q Guimard, TF Bissyandé… - arxiv preprint arxiv …, 2021 - arxiv.org
Bug reports are common artefacts in software development. They serve as the main channel
for users to communicate to developers information about the issues that they encounter …
for users to communicate to developers information about the issues that they encounter …
A New Method of Security Bug Reports Analysis
Y Xu, Y Li - IT Professional, 2024 - ieeexplore.ieee.org
The investigation develops a method for improving the quality of security bug report (SBR)
prediction during the software development and application processes. The research …
prediction during the software development and application processes. The research …
Impact of software bug report preprocessing and vectorization on bug assignment accuracy
L Chmielowski, M Kucharzak - … of the Conference (CORES, IP&C, ACS) …, 2022 - Springer
Bug handling processes aimed at efficient defect resolution provisioning is an important part
of a software development lifecycle and usually has a very formal process definition in …
of a software development lifecycle and usually has a very formal process definition in …
Automatically Identifying Bug Reports with Tactical Vulnerabilities by Deep Feature Learning
Identifying and fixing bug reports with tactical vul-nerabilities in a timely and accurate
manner is essential to ensure the security of the software architecture. Manually identifying …
manner is essential to ensure the security of the software architecture. Manually identifying …
Cyberattacks against AIoMT Architectures
AIoMT is broadly regarded as a promising technological drive for contemporary clinical
revolution. Even as these advances guarantee enhanced healthcare services at abridged …
revolution. Even as these advances guarantee enhanced healthcare services at abridged …