117 citations · 391 across the 11 of their papers we have counts for
4 papers · 1 filter
Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks
Mst Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas +2
One of the most significant challenges in the field of software code auditing is the presence of vulnerabilities in software source code. Every year, more and more software flaws a…
Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms
Mst Shapna Akter, Md Jobair Hossain Faruk, Nafisa Anjum +5
The software supply chain (SSC) attack has become one of the crucial issues that are being increased rapidly with the advancement of the software development domain. In general, SS…
Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection
Mohammad Masum, Hossain Shahriar, Hisham Haddad +6
Traditional network intrusion detection approaches encounter feasibility and sustainability issues to combat modern, sophisticated, and unpredictable security attacks. Deep neural…
Malware Detection and Prevention using Artificial Intelligence Techniques
Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero +8
With the rapid technological advancement, security has become a major issue due to the increase in malware activity that poses a serious threat to the security and safety of both c…