Search Results - "Jantan, Aman"

State-of-the-art in artificial neural network applications: A survey by Abiodun, Oludare Isaac, Jantan, Aman, Omolara, Abiodun Esther, Dada, Kemi Victoria, Mohamed, Nachaat AbdElatif, Arshad, Humaira

“…This is a survey of neural network applications in the real-world scenario. It provides a taxonomy of artificial neural networks (ANNs) and furnish the reader…”
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Comprehensive Review of Artificial Neural Network Applications to Pattern Recognition by Abiodun, Oludare Isaac, Kiru, Muhammad Ubale, Jantan, Aman, Omolara, Abiodun Esther, Dada, Kemi Victoria, Umar, Abubakar Malah, Linus, Okafor Uchenwa, Arshad, Humaira, Kazaure, Abdullahi Aminu, Gana, Usman

“…The era of artificial neural network (ANN) began with a simplified application in many fields and remarkable success in pattern recognition (PR) even in…”
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A new approach for intrusion detection system based on training multilayer perceptron by using enhanced Bat algorithm by Ghanem, Waheed A. H. M., Jantan, Aman

“…The most pressing issue in network security is the establishment of an approach that is capable of detecting violations in computer systems and networks. There…”
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Digital Forensic Investigation on Social Media Platforms: A Survey on Emerging Machine Learning Approaches by Kazaure, Abdullahi Aminu, Jantan, Aman, Yusoff, Mohd Najwadi

“…An online social network is a platform that is continuously expanding, which enables groups of people to share their views and communicate with one another…”
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Multi-Behavior RFM Model Based on Improved SOM Neural Network Algorithm for Customer Segmentation by Liao, Juan, Jantan, Aman, Ruan, Yunfei, Zhou, Changmin

“…Previous research on RFM (recency, frequency, and monetary value) models focused on only one type of user behavior data, i.e., the purchase behavior, without…”
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Digital Forensics Investigation Approaches in Mitigating Cybercrimes: A Review by Kazaure, Abdullahi Aminu, Yusoff, Mohd Najwadi, Jantan, Aman

“…Cybercrime is a significant threat to Internet users, involving crimes committed using computers or computer networks. The landscape of cyberspace presents a…”
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Cyber Intrusion Detection System Based on a Multiobjective Binary Bat Algorithm for Feature Selection and Enhanced Bat Algorithm for Parameter Optimization in Neural Networks by Ghanem, Waheed Ali H. M., Ghaleb, Sanaa Abduljabbar Ahmed, Jantan, Aman, Nasser, Abdullah B., Saleh, Sami Abdulla Mohsen, Ngah, Amir, Alhadi, Arifah Che, Arshad, Humaira, Saad, Abdul-Malik H. Y., Omolara, Abiodun Esther, El-Ebiary, Yousef A. Baker, Abiodun, Oludare Isaac

“…The staggering development of cyber threats has propelled experts, professionals and specialists in the field of security into the development of more…”
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Reinforcing the Security of Instant Messaging Systems Using an Enhanced Honey Encryption Scheme: The Case of WhatsApp by Abiodun, Esther Omolara, Jantan, Aman, Abiodun, Oludare Isaac, Arshad, Humaira

“…In this paper, an enhanced honey encryption (HE) scheme for reinforcing the security of instant messaging systems and confounding the time and resources of…”
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A MACHINE LEARNING CLASSIFICATION APPROACH TO DETECT TLS-BASED MALWARE USING ENTROPY-BASED FLOW SET FEATURES by Keshkeh, Kinan, Jantan, Aman, Alieyan, Kamal

“…Transport Layer Security (TLS) based malware is one of the most hazardous malware types, as it relies on encryption to conceal connections. Due to the…”
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HoneyDetails: A prototype for ensuring patient’s information privacy and thwarting electronic health record threats based on decoys by Esther Omolara, Abiodun, Jantan, Aman, Abiodun, Oludare Isaac, Arshad, Humaira, Dada, Kemi Victoria, Emmanuel, Etuh

“…Advancements in electronic health record system allow patients to store and selectively share their medical records as needed with doctors. However, privacy…”
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An Efficient Intrusion Detection Model Based on Hybridization of Artificial Bee Colony and Dragonfly Algorithms for Training Multilayer Perceptrons by Ghanem, Waheed A. H. M., Jantan, Aman, Ghaleb, Sanaa A. A., Nasser, Abdullah B

“…One of the most persistent challenges concerning network security is to build a model capable of detecting intrusions in network systems. The issue has been…”
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The effects of feature selection on the classification of encrypted botnet by Ismail, Zahian, Jantan, Aman, Yusoff, Mohd. Najwadi, Kiru, Muhammad Ubale

“…Many applications today are using an encrypted channel to secure their communication and transactions. Though, their security is often challenged by…”
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A Deception Model Robust to Eavesdropping Over Communication for Social Network Systems by Omolara, Abiodun Esther, Jantan, Aman, Isaac Abiodun, Oludare, Victoria Dada, Kemi, Arshad, Humaira, Emmanuel, Etuh

“…Communication security deals with attributes such as confidentiality, integrity, and availability. The current strategies used to achieve covertness of…”
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Service Violation Monitoring Model for Detecting and Tracing Bandwidth Abuse by Ahmed, Abdulghani Ali, Jantan, Aman, Rasmi, Mohammed

“…Bandwidth abuse is a critical Internet service violation. However, its origins are difficult to detect and trace given similarities between abusive and normal…”
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Formal knowledge model for online social network forensics by Arshad, Humaira, Jantan, Aman, Hoon, Gan Keng, Abiodun, Isaac Oludare

“…Currently, examining social media networks is an integral part of most investigations. However, getting a clear view of the events relevant to the incident…”
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Training a Neural Network for Cyberattack Classification Applications Using Hybridization of an Artificial Bee Colony and Monarch Butterfly Optimization by Ghanem, Waheed A. H. M., Jantan, Aman

“…Arguably the most recurring issue concerning network security is building an approach that is capable of detecting intrusions into network systems. This issue…”
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A Cognitively Inspired Hybridization of Artificial Bee Colony and Dragonfly Algorithms for Training Multi-layer Perceptrons by Ghanem, Waheed A. H. M., Jantan, Aman

“…The objective of this article is twofold. On the one hand, we introduce a cognitively inspired hybridization metaheuristic that combines the strengths of two…”
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Hybridizing artificial bee colony with monarch butterfly optimization for numerical optimization problems by Ghanem, Waheed A. H. M., Jantan, Aman

“…The aim of the study was to propose a new metaheuristic algorithm that combines parts of the well-known artificial bee colony (ABC) optimization with elements…”
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Filtration model for the detection of malicious traffic in large-scale networks by Ahmed, Abdulghani Ali, Jantan, Aman, Wan, Tat-Chee

“…•Simulation scenarios are conducted to monitor user violations on QoS regulations.•Possible violations are investigated to differentiate malicious traffic from…”
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An enhanced Bat algorithm with mutation operator for numerical optimization problems by Ghanem, Waheed A. H. M., Jantan, Aman

“…This article introduces a new variation of a known metaheuristic method for solving global optimization problems. The proposed algorithm is based on the Bat…”
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