Skip to content

All published articles 916

Deep Learning Approaches for Intrusion Detection

Azar Abid Salih, Siddeeq Y. Ameen, Subhi R. M. Zeebaree, Mohammed A. M. Sadeeq, Shakir Fattah Kak, Naaman Omar, Ibrahim Mahmood Ibrahim, Hajar Maseeh Yasin, Zryan Najat Rashid & Zainab Salih Ageed · Asian Journal of Research in Computer Science · 2021

Recently, computer networks faced a big challenge, which is that various malicious attacks are growing daily. Intrusion detection is one of the leading research problems in network and computer security. This paper investigates and presents Deep Learning (DL) techniques for impro...

Open access Research Article 10.9734/ajrcos/2021/v9i430229

A State of the Art Survey of Machine Learning Algorithms for IoT Security

Alan Fuad Jahwar & Subhi R. M. Zeebaree · Asian Journal of Research in Computer Science · 2021

The Internet of Things (IoT) is a paradigm shift that enables billions of devices to connect to the Internet. The IoT's diverse application domains, including smart cities, smart homes, and e-health, have created new challenges, chief among them security threats. To accommodate t...

Open access Research Article 10.9734/ajrcos/2021/v9i430226

Birds Sound Classification Based on Machine Learning Algorithms

Aska E. Mehyadin, Adnan Mohsin Abdulazeez, Dathar Abas Hasan & Jwan N. Saeed · Asian Journal of Research in Computer Science · 2021

The bird classifier is a system that is equipped with an area machine learning technology and uses a machine learning method to store and classify bird calls. Bird species can be known by recording only the sound of the bird, which will make it easier for the system to manage. Th...

Open access Research Article 10.9734/ajrcos/2021/v9i430227

Leukemia Diagnosis using Machine Learning Classifiers Based on Correlation Attribute Eval Feature Selection

Revella E. A. Armya, Adnan Mohsin Abdulazeez, Amira Bibo Sallow & Diyar Qader Zeebaree · Asian Journal of Research in Computer Science · 2021

Leukemia refers to a disease that affects the white blood cells (WBC) in the bone marrow and/or blood. Blood cell disorders are often detected in advanced stages as the number of cancer cells is much higher than the number of normal blood cells. Identifying malignant cells is cri...

Open access Research Article 10.9734/ajrcos/2021/v9i330225

Image Authentication Based on Watermarking Approach: Review

Basna Mohammed Salih Hasan, Siddeeq Y. Ameen & Omer Mohammed Salih Hasan · Asian Journal of Research in Computer Science · 2021

Digital image authentication techniques have recently gained a lot of attention due to their importance to a large number of military and medical applications, banks, and institutions, which require a high level of security. Generally, digital images are transmitted over insecure...

Open access Research Article 10.9734/ajrcos/2021/v9i330224

The Use of Custom URL for E-Messages, Tweets and Posts against E-Social Platforms Based on Time Complexity Retardation

Vivek Uprit · Asian Journal of Research in Computer Science · 2021

On the leaning of the widespread adaptation of web services such as social networking sites (like Twitter, Facebook, LinkedIn, YouTube, WhatsApp, Instagram, Pinterest, etc.) and E-mail have become regular work. We approach these sites to gather or share information worldwide in t...

Open access Research Article 10.9734/ajrcos/2021/v9i330223

Machine learning Algorithm of Intrusion Detection System

Rozin Majeed Abdullah, Adnan Mohsin Abdulazeez & Adel AL-Zebari · Asian Journal of Research in Computer Science · 2021

Web of thing (WoT) is a gifted answer for interface and access each gadget through the web. Consistently the gadget includes increments with huge variety fit as a fiddle, size, use and intricacy. In this paper Since WoT drives the world and changes individuals' lives with its wid...

Open access Research Article 10.9734/ajrcos/2021/v9i330221

Predicting Weather Forecasting State Based on Data Mining Classification Algorithms

Fairoz Q. Kareem, Adnan Mohsin Abdulazeez & Dathar A. Hasan · Asian Journal of Research in Computer Science · 2021

Weather forecasting is the process of predicting the status of the atmosphere for certain regions or locations by utilizing recent technology. Thousands of years ago, humans tried to foretell the weather state in some civilizations by studying the science of stars and astronomy....

Open access Research Article 10.9734/ajrcos/2021/v9i330222

Numeric Guess a Guessing Game for Mind Tests

S. Dorin Christa, M. S. Hiruni Peiris & P. Shouthiri · Asian Journal of Research in Computer Science · 2021

In the modern world, all technologies have reached, their level of perspective especially computer technology has reached the maximum level. Nowadays, the game application plays a major role in everyone's life. Day by day, Gaming applications and the gaming industries are becomin...

Open access Research Article 10.9734/ajrcos/2021/v9i230219

Attack and Anomaly Detection in IoT Networks using Machine Learning Techniques: A Review

Saad Hikmat Haji & Siddeeq Y. Ameen · Asian Journal of Research in Computer Science · 2021

The Internet of Things (IoT) is one of today's most rapidly growing technologies. It is a technology that allows billions of smart devices or objects known as "Things" to collect different types of data about themselves and their surroundings using various sensors. They may then...

Open access Research Article 10.9734/ajrcos/2021/v9i230218

Application of Neural Network Algorithm in Optimal Control of Ethylene Distillation Tower

Ruyang Mo & Huihui Wang · Asian Journal of Research in Computer Science · 2021

For some nonlinear dynamic systems with uncertainties or disturbances, neural networks can perform intelligent cognition and simulation on them, achieve a good system description, and further realize intelligent control. Aiming at the ethylene rectification process, in order to a...

Open access Research Article 10.9734/ajrcos/2021/v9i230217

Comparison of Software Defined Networking with Traditional Networking

Saad H. Haji, Subhi R. M. Zeebaree, Rezgar Hasan Saeed, Siddeeq Y. Ameen, Hanan M. Shukur, Naaman Omar, Mohammed A. M. Sadeeq, Zainab Salih Ageed, Ibrahim Mahmood Ibrahim & Hajar Maseeh Yasin · Asian Journal of Research in Computer Science · 2021

The Internet has caused the advent of a digital society; wherein almost everything is connected and available from any place. Thus, regardless of their extensive adoption, traditional IP networks are yet complicated and arduous to operate. Therefore, there is difficulty in config...

Open access Research Article 10.9734/ajrcos/2021/v9i230216

Smart Android Graphical Password Strategy: A Review

Guhdar Yousif Izadeen & Siddeeq Y. Ameen · Asian Journal of Research in Computer Science · 2021

In recent years, when users across the world have embraced smart devices in greater numbers owing to recent advances and appealing applications, they have also become a target for criminals who are zealously attempting to breach protection. As a result, a significant number of at...

Open access Research Article 10.9734/ajrcos/2021/v9i230220

Performance Evaluation of LSA, NMF and ILSA in Electronic Assessment of Free Text Document

M. M. Rufai, A. O. Afolabi, O. D. Fenwa & F. A. Ajala · Asian Journal of Research in Computer Science · 2021

Aims: To evaluate the performance of an Improved Latent Semantic Analysis (ILSA), Latent Semantic Analysis (LSA), Non-Negative Matrix Factorization (NMF) algorithms in an Electronic Assessment Application using metrics, Term Similarity, Precision, Recall and F-measure functions,...

Open access Research Article 10.9734/ajrcos/2021/v9i130214