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PCA-ANN: Feature Selection based Hybrid Intrusion Detection System in Software Defined Network
(2023-07)
The increasing complexity of modern networks and the rise of sophisticated cyber attacks has made the development of effective Intrusion Detection Systems (IDS) a critical need. Software De fined Networking (SDN) technology ...
Memory Forensics for Analyzing Malicious Activities
(UIU, 2023-07-31)
With the change of era, the growing dependency on the computer and Internet is needless to say in a word. Memory is a very important part of a computer that holds the necessary data that the processor uses. As the CPU's ...
Halal Food Identification from Product Ingredients using Machine Learning
(United International University, 2023-09-09)
Halal food plays a critical role in the Islamic faith, as it represents food that is considered
lawful according to Islamic law. Muslims are encouraged to eat only Halal foods to ensure
that it aligns to their religious ...
Anomaly Detection in Blockchain Transactions using Machine Learning with Explainability Analysis
(2024-03-23)
In the era of growing cryptocurrency adoption, Blockchain has emerged as a leading player in the digital payment landscape. However, this widespread popularity also brings forth an array of security challenges, including ...
IoT-Driven Environmental Monitoring and Healthcare System: Shipbreaking Industry Perspective
(United International University, 2023-07-29)
coastal region of Bangladesh has ecological importance with high bio diversity. Although Bangladesh is one of the world’s top shipbreaking coun tries, business activities have seriously harmed the coastal ecosystem. ...
Temporal Analysis of Public Sentiment From Opinions Shared in News Contents
(United International University (UIU), 2024-04-07)
With the advanced technology and state-of-the-art models, natural language processing
and sentiment analysis have been a major area for research. In this research, we
have included the implementation of temporal analysis ...
Comparative Analysis of Intrusion Detection Systems and Machine Learning Based Model Analysis Through Decision Tree
(MSCSE Program, United International University, 2023-12-20)
IntelCV: An Intelligent Skilled Resume Selection Method for Job Purposes
(United International University, 2024-05-10)
In today’s companies recruit a significant number of employees each year and face the
challenge of evaluating a vast quantity of resumes from candidates. Consequently, the HR
department finds it challenging to filter the ...
Contextual Gamification Platform based Big5 Personality Trait and Preference Selection for User Recommendation
(UIU, 2024-01-17)
The emergence of social networks has led to the development of many methods to evaluate people’s personalities based on their language usage and social interactions. Additionally, performance in numerous downstream tasks ...