[HTML][HTML] A survey on machine learning techniques applied to source code

T Sharma, M Kechagia, S Georgiou, R Tiwari… - Journal of Systems and …, 2024 - Elsevier
The advancements in machine learning techniques have encouraged researchers to apply
these techniques to a myriad of software engineering tasks that use source code analysis …

A survey on machine learning techniques for source code analysis

T Sharma, M Kechagia, S Georgiou, R Tiwari… - ar** point that caused a heightened awareness about
the security of the software supply chain and in particular the large amount of trust placed in …

Deep learning for software vulnerabilities detection using code metrics

M Zagane, MK Abdi, M Alenezi - IEEE Access, 2020 - ieeexplore.ieee.org
Software vulnerability can cause disastrous consequences for information security. Earlier
detection of vulnerabilities minimizes these consequences. Manual detection of vulnerable …

Software security in open source development: A systematic literature review

SF Wen - 2017 21st Conference of Open Innovations …, 2017 - ieeexplore.ieee.org
Despite the security community's emphasis on the importance of building secure open
source software (OSS), the number of new vulnerabilities found in OSS is increasing. In …

Using software metrics for predicting vulnerable classes and methods in Java projects: A machine learning approach

KZ Sultana, V Anu, TY Chong - Journal of Software: Evolution …, 2021 - Wiley Online Library
Abstract [Context] A software vulnerability becomes harmful for software when an attacker
successfully exploits the insecure code and reveals the vulnerability. A single vulnerability in …

Open source community health: Analytical metrics and their corresponding narratives

S Goggins, K Lumbard… - 2021 IEEE/ACM 4th …, 2021 - ieeexplore.ieee.org
Open source projects are most often evaluated by potential contributors and consumers
using metrics that describe a level of activity within the project because those measurements …

An empirical investigation of social comparison and open source community health

K Lumbard, M Germonprez… - Information Systems …, 2024 - Wiley Online Library
It is well known that corporations rely on open source software as part of their product
development lifecycle. Given these commitments, understanding the health of open source …