117 citations · 391 across the 11 of their papers we have counts for
11 papers
A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data
Mst Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea
Social media cyberbullying has a detrimental effect on human life. As online social networking grows daily, the amount of hate speech also increases. Such terrible content can caus…
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…
Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks
Mst Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea
Neural network approaches are machine learning methods that are widely used in various domains, such as healthcare and cybersecurity. Neural networks are especially renowned for th…
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…
Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network
Mst Shapna Akter, Hossain Shahriar, Sweta Sneha +1
Skin cancer detection is challenging since different types of skin lesions share high similarities. This paper proposes a computer-based deep learning approach that will accurately…
Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words
Mst Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea +2
A handwritten word recognition system comes with issues such as lack of large and diverse datasets. It is necessary to resolve such issues since millions of official documents can…
Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data
Mst Shapna Akter, Hossain Shahriar, Nova Ahmed +1
Aggressive comments on social media negatively impact human life. Such offensive contents are responsible for depression and suicidal-related activities. Since online social networ…
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…
Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform
Ryan Shivers, Mohammad Ashiqur Rahman, Md Jobair Hossain Faruk +3
Ride-hailing and ride-sharing applications have recently gained popularity as a convenient alternative to traditional modes of travel. Current research into autonomous vehicles is…
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…
Fragmenting very large XML data warehouses via K-means clustering algorithm
Alfredo Cuzzocrea, Jérôme Darmont, Hadj Mahboubi
XML data sources are more and more gaining popularity in the context of a wide family of Business Intelligence (BI) and On-Line Analytical Processing (OLAP) applications, due to th…