Open science in software engineering: A study on deep learning-based vulnerability detection

Y Nong, R Sharma, A Hamou-Lhadj… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Open science is a practice that makes scientific research publicly accessible to anyone,
hence is highly beneficial. Given the benefits, the software engineering (SE) community has …

Artificial intelligence for system security assurance: A systematic literature review

SF Wen, A Shukla, B Katt - International Journal of Information Security, 2025 - Springer
Abstract System Security Assurance (SSA) has emerged as a critical methodology for
organizations to verify the trustworthiness of their systems by evaluating security measures …

Machine learning techniques for software vulnerability prediction: a comparative study

G Jabeen, S Rahim, W Afzal, D Khan, AA Khan… - Applied …, 2022 - Springer
Software vulnerabilities represent a major cause of security problems. Various vulnerability
discovery models (VDMs) attempt to model the rate at which the vulnerabilities are …

SQVDT: A scalable quantitative vulnerability detection technique for source code security assessment

J Akram, P Luo - Software: Practice and Experience, 2021 - Wiley Online Library
Vulnerability detection and exploit is becoming a very important part of security, especially in
malware code delivery, hacking a system, efforts to create patches, improving the source …

[PDF][PDF] An optimization of vulnerability discovery models using multiple errors iterative analysis method: An optimization of vulnerability discovery models

G Jabeen, S Rahim, G Sahar, AA Shah… - Proceedings of the …, 2020 - paspk.org
A vulnerability discovery model (VDMs) play a central role to model the rate at which
vulnerabilities are discovered for software. Though, these models have various …

iTES: Integrated Testing and Evaluation System for Software Vulnerability Detection Methods

C Zhang, J Chen, S Cai, B Liu, Y Wu… - 2020 IEEE 19th …, 2020 - ieeexplore.ieee.org
To find software vulnerabilities using software vulnerability detection technology is an
important way to ensure the system security. Existing software vulnerability detection …