A. Zainal

发表

Ensemble of One-Class Classifiers for Network Intrusion Detection System

Ajith Abraham, Anazida Zainal, Mohd Aizaini Maarof, 2008, 2008 The Fourth International Conference on Information Assurance and Security.

Optimized Reliable Hybrid Routing Protocol Based Link Stability for Mobile Wireless Networks

Kamalrulnizam Abu Bakar, Anazida Zainal, Ahlam Hashim Mohsin, 2018, Wirel. Pers. Commun..

HYBRID CAT SWARM OPTIMIZATION AND SIMULATED ANNEALING FOR DYNAMIC TASK SCHEDULING ON CLOUD COMPUTING ENVIRONMENT

A. Zainal, Danlami Gabi, A. Ismail, 2018, Journal of Information and Communication Technology.

Two Stage Integration of GPS, Kinematic Information, and Cooperative Awareness Messages Using Cascaded Kalman Filters

Fuad A. Ghaleb, A. Zainal, Faisal Saeed, 2017 .

ISSUES IN ADAPTIVE INTRUSION DETECTION

M. A. Maarof, S. Shamsuddin, A. Zainal, 2010 .

A Roadmap to Wireless Sensor Security Protocols Implementation in Health Care System

A. Zainal, K. Qureshi, R. W. Anwar, 2014 .

Prototype Regularized Manifold Regularization Technique for Semi-Supervised Online Extreme Learning Machine

Fuad A. Ghaleb, A. Zainal, Faisal Saeed, 2022, Sensors.

Unsupervised Anomaly Detection for Unlabelled Wireless Sensor Networks Data

A. Zainal, M. Rassam, N. M. Zamry, 2018 .

Bio Digital ID: Fingerprint Feature Extraction Using Invariant Moment

A. Zainal, M. Azreen, M. Zaini, 2018 .

Identifying Generic Features of KDD Cup 1999 for Intrusion Detection

Hamid H. Jebur, M. A. Maarof, A. Zainal, 2015 .

Jurnal Teknologi Data Verification and Misbehavior Detection in Vehicular Ad-hoc Networks

Fuad A. Ghaleb, A. Zainal, M. Rassam, 2015 .

Malicious Data Detection in Vehicular Ad-hoc Networks

Fuad A. Ghaleb, A. Zainal, M. Rassam, 2014 .

Ransomware Detection Using the Dynamic Analysis and Machine Learning: A Survey and Research Directions

Fuad A. Ghaleb, A. Zainal, B. Al-rimy, 2021, Applied Sciences.

Jurnal Teknologi Printed Document Integrity Verification Using Barcode

A. Zainal, M. Bakhtiari, Affandi Husain, 2014 .

Cloud scalable multi-objective task scheduling algorithm for cloud computing using cat swarm optimization and simulated annealing

A. Zainal, Danlami Gabi, A. Ismail, 2017, 2017 8th International Conference on Information Technology (ICIT).

Improved vehicle positioning algorithm using enhanced innovation-based adaptive Kalman filter

Fuad A. Ghaleb, Ajith Abraham, Anazida Zainal, 2017, Pervasive and Mobile Computing.

Malware Detection Issues, Challenges, and Future Directions: A Survey

Fuad A. Ghaleb, A. Zainal, B. Al-rimy, 2022, Applied Sciences.

Key Security Challenges and Threats to Cyber-Physical Systems and Their Applications

A. Zainal, R. W. Anwar, Saleem Iqbal, 2019 .

Application of Fuzzy Logic Control for Performance Analysis of Transmission System Using Unified Power Flow Controller

A. Zainal, R. W. Anwar, Saleem Iqbal, 2022 .

A Convolutional Neural Network Model for Credit Card Fraud Detection

Mohamad Nizam Kassim, A. Zainal, Muhammad Liman Gambo, 2022, 2022 International Conference on Data Science and Its Applications (ICoDSA).

Selection of Soil Features for Detection of Ganoderma Using Rough Set Theory

Nurfazrina Mohd Zamry, Anazida Zainal, Murad A. Rassam, 2015 .

Feature Selection Using Multivariate Adaptive Regression Splines in Telecommunication Fraud Detection

Anazida Zainal, Muhalim Mohamed Amin, Nor Azizah Ali, 2020, IOP Conference Series: Materials Science and Engineering.

Deploying cloud computing technology in e-learning for Malaysian polytechnic

Anazida Zainal, Mazleena Salleh, Siti Salmah Md Kassim, 2015 .

Driving-situation-aware adaptive broadcasting rate scheme for vehicular ad hoc network

Fuad A. Ghaleb, Faisal Saeed, Anazida Zainal, 2018, J. Intell. Fuzzy Syst..

Lightweight Anomaly Detection for Wireless Sensor Networks Based on CCIPCA and One-Class SVM

Nurfazrina Mohd Zamry, Anazida Zainal, Murad A. Rassam, 2018, Advanced Science Letters.

Modular kohonen network for classification problems

Siti Mariyam Shamsuddin, Anazida Zainal, Zuriahati Mohd Yunos, 2009 .

Advanced Persistent Threat Detection: A Survey

Fuad A. Ghaleb, Anazida Zainal, M. A. Maarof, 2021, 2021 3rd International Cyber Resilience Conference (CRC).

Development of lotus notes search agent in collaborative application

Anazida Zainal, A. Zainal, 2000 .

An adaptive intrusion detection model for dynamic network traffic patterns using machine learning techniques

Anazida Zainal, A. Zainal, 2011 .

Multi-Objective Task Scheduling Optimization in Cloud Computing: An Appraisal

Zalmiyah Zakaria, Abdul Samad Ismail, Anazida Zainal, 2018 .

Printed Document Integrity Verification Using Barcode

Anazida Zainal, Majid Bakhtiari, Affandi Husain, 2014 .

Attack on Intrusion Detection System Host: Simulation and Analysis

Anazida Zainal, Norliza Katuk, Mohd Aizaini Maarof, 2003, CITA.

CLASENTI

Anazida Zainal, Khaled Bashir Shaban, Ali Hamdi, 2018, ACM Trans. Asian Low Resour. Lang. Inf. Process..

Hate Speech and Offensive Language Detection: A New Feature Set with Filter-Embedded Combining Feature Selection

Anazida Zainal, Mohd Aizaini Maarof, M. A. Maarof, 2021, 2021 3rd International Cyber Resilience Conference (CRC).

Attack on instrusion detection system host: simulation & analysis

Anazida Zainal, Norliza Katuk, Mohd Aizaini Maarof, 2003 .

Quality of service task scheduling algorithm for time-cost trade off scheduling problem in cloud computing environment

Zalmiyah Zakaria, Anazida Zainal, Abdul Samad Ismail, 2019, Int. J. Intell. Syst. Technol. Appl..

HYBRID CAT SWARM OPTIMIZATION AND SIMULATED ANNEALING FOR DYNAMIC TASK SCHEDULING ON CLOUD COMPUTING ENVIRONMENT

Zalmiyah Zakaria, Abdul Samad Ismail, Anazida Zainal, 2018, Journal of Information and Communication Technologies.

Review of Cybersecurity Audit Management and Execution Approaches

Anazida Zainal, Siti Hajar Othman, Khairun Nisyak Zakaria, 2019, 2019 6th International Conference on Research and Innovation in Information Systems (ICRIIS).

A Semisupervised Concept Drift Adaptation via Prototype-Based Manifold Regularization Approach with Knowledge Transfer

Fuad A. Ghaleb, A. Zainal, Hashim Albasheer, 2023, Mathematics.

Spam detection using hybrid Artificial Neural Network and Genetic algorithm

Anazida Zainal, Anas Arram, Hisham Mousa, 2013, 2013 13th International Conference on Intellient Systems Design and Applications.

Ensemble-Based Hybrid Context-Aware Misbehavior Detection Model for Vehicular Ad Hoc Network

Fuad A. Ghaleb, Wadii Boulila, Anazida Zainal, 2019, Remote. Sens..

Mobility information estimation algorithm using Kalman-filter for vehicular ad hoc networks

Fuad A. Ghaleb, Anazida Zainal, Murad A. Rassam, 2016, Int. J. Inf. Comput. Secur..

How AIS Addresses Adaptability in IDS

Siti Mariyam Shamsuddin, Anazida Zainal, Mohd. Aizaini Maarof, 2005 .

Multilevel kohonen network learning for clustering problems

Siti Mariyam Shamsuddin, Anazida Zainal, Norfadzila Mohd Yusof, 2008 .

Ensemble based categorization and adaptive model for malware detection

Anazida Zainal, Mohd Aizaini Maarof, Muhammad Najmi Ahmad Zabidi, 2011, 2011 7th International Conference on Information Assurance and Security (IAS).

Feature Selection Using Rough-DPSO in Anomaly Intrusion Detection

Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin, 2007, ICCSA.

Lightweight Anomaly Detection Scheme Using Incremental Principal Component Analysis and Support Vector Machine

Fuad A. Ghaleb, Nurfazrina Mohd Zamry, Anazida Zainal, 2021, Sensors.

Enhanced Rules Application Order Approach to Stem Reduplication Words in Malay Texts

Anazida Zainal, Mohd Aizaini Maarof, Mohamad Nizam Kassim, 2014, SCDM.

A new tomographic based keypoint descriptor using heuristic genetic algorithm

Anazida Zainal, Mohd Aizaini Maarof, M. A. Maarof, 2016 .

The Optimization Of Stepping Stone Detection: Packet Capturing Steps

Anazida Zainal, Mohd Aizaini Maarof, Mohd Nizam Omar, 2006 .

An optimized skin texture model using gray-level co-occurrence matrix

M. A. Maarof, Syed Zainudeen Mohd Shaid, Mahdi Maktabdar Oghaz, 2019, Neural Computing and Applications.

TAGraph: Knowledge Graph of Threat Actor

Anazida Zainal, Mohd Aizaini Maarof, Mohamad Nizam Kassim, 2019, 2019 International Conference on Cybersecurity (ICoCSec).

Hybrid and Multifaceted Context-Aware Misbehavior Detection Model for Vehicular Ad Hoc Network

Fuad A. Ghaleb, Faisal Saeed, Anazida Zainal, 2019, IEEE Access.

Fraud detection system: A survey

Anazida Zainal, Mohd Aizaini Maarof, Aisha Abdallah, 2016, J. Netw. Comput. Appl..

Dynamic scheduling of heterogeneous resources across mobile edge-cloud continuum using fruit fly-based simulated annealing optimization scheme

A. Abraham, A. Zainal, Danlami Gabi, 2022, Neural Computing and Applications.

Risk tolerance and trust issues in cloud-based E-learning

Anazida Zainal, Mazleena Salleh, Abdul Razak Che Husin, 2017, ICC.

Cloud customers service selection scheme based on improved conventional cat swarm optimization

Nasiru Muhammed Dankolo, A. Abraham, A. Zainal, 2020, Neural Computing and Applications.

Cloud customers service selection scheme based on improved conventional cat swarm optimization

Zalmiyah Zakaria, Ajith Abraham, Abdul Samad Ismail, 2020, Neural Computing and Applications.

Fast attribute selection based on the rough set boundary region

A. Zainal, S. Hashim, H. Khalaff, 2020 .

Positive region: An enhancement of partitioning attribute based rough set for categorical data

Siti Zaiton Mohd Hashim, Anazida Zainal, Muhammad Akmal Remli, 2020 .

An New Algorithm-based Rough Set for Selecting Clustering Attribute in Categorical Data

Anazida Zainal, Siti Zaiton Mohd Hashim, Muftah Mohamed Jomah Baroud, 2020, 2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS).

Intrusion Detection System Using Unsupervised Immune Network Clustering with Reduced Features

Anazida Zainal, Murad A. Rassam, Aizaini Maarof, 2010, SOCO 2010.

Hierarchical feature selection in IDS

Siti Mariyam Shamsuddin, Anazida Zainal, Mohd. Aizaini Maarof, 2007 .

BTEM: Belief based trust evaluation mechanism for Wireless Sensor Networks

Anazida Zainal, Ansar-Ul-Haque Yasar, Fatma Outay, 2019, Future Gener. Comput. Syst..

COVID-19 epidemic in Malaysia: Impact of lock-down on infection dynamics

Ahmad Athif Mohd Faudzi, Anazida Zainal, Naomie Salim, 2020, medRxiv.

Detecting Telecommunication Fraud with Visual Analytics: A Review

Muhalim Mohamed Amin, A Zainal, N F Mohd. Azmi, 2020, IOP Conference Series: Materials Science and Engineering.

CLASENTI: A Class-Specific Sentiment Analysis Framework

A. Zainal, K. Shaban, Ali Hamdi, 2018, ACM Trans. Asian Low Resour. Lang. Inf. Process..

Cyber-Attack Prediction Based on Network Intrusion Detection Systems for Alert Correlation Techniques: A Survey

Omer Elsier Tayfour, A. Zainal, A. Mubarakali, 2022, Sensors.

Feature Selection Using Information Gain for Improved Structural-Based Alert Correlation

Anazida Zainal, Maheyzah Md Siraj, Huwaida Tagelsir Elshoush, 2016, PloS one.

A Hybrid Color Space for Skin Detection Using Genetic Algorithm Heuristic Search and Principal Component Analysis Technique

Anazida Zainal, Mohd Aizaini Maarof, M. A. Maarof, 2015, PloS one.

Data Verification and Misbehavior Detection in Vehicular Ad-hoc Networks

Fuad A. Ghaleb, Anazida Zainal, Murad A. Rassam, 2015 .

Advancements of Data Anomaly Detection Research in Wireless Sensor Networks: A Survey and Open Issues

Anazida Zainal, Murad A. Rassam, Mohd Aizaini Maarof, 2013, Sensors.

A Survey of Intrusion Detection Schemes in Wireless Sensor Networks

Anazida Zainal, Murad A. Rassam, Mohd Aizaini Maarof, 2012 .

Solving Task Scheduling Problem in Cloud Computing Environment Using Orthogonal Taguchi-Cat Algorithm

Zalmiyah Zakaria, Abdul Samad Ismail, Anazida Zainal, 2017 .

Orthogonal Taguchi-based cat algorithm for solving task scheduling problem in cloud computing

A. Abraham, A. Zainal, Danlami Gabi, 2018, Neural Computing and Applications.

Content Based Fraudulent Website Detection Using Supervised Machine Learning Techniques

Anazida Zainal, Mohd Aizaini Maarof, Mohamad Nizam Kassim, 2017, HIS.

Deep Kalman Neuro Fuzzy-Based Adaptive Broadcasting Scheme for Vehicular Ad Hoc Network: A Context-Aware Approach

Fuad A. Ghaleb, Anazida Zainal, Murad A. Rassam, 2020, IEEE Access.

An effective misbehavior detection model using artificial neural network for vehicular ad hoc network applications

Fuad A. Ghaleb, Anazida Zainal, Murad A. Rassam, 2017, 2017 IEEE Conference on Application, Information and Network Security (AINS).

CFaaS: bilaterally agreed evidence collection

A. Zainal, Norafida Ithnin, A. Moussa, 2018, Journal of Cloud Computing.

A Review on Challenging Issues in Arabic Sentiment Analysis

Anazida Zainal, Khaled Bashir Shaban, Ali Hamdi, 2016, J. Comput. Sci..

A systematic review of multi perspectives on human cybersecurity behavior

Rawan A. Alsharida, M. Al-Emran, A. Zainal, 2023, Technology in Society.

One-Class Principal Component Classifier for anomaly detection in wireless sensor network

Anazida Zainal, Murad A. Rassam, Mohd Aizaini Maarof, 2012, 2012 Fourth International Conference on Computational Aspects of Social Networks (CASoN).

Ransomware Entities Classification with Supervised Learning for Informal Text

Anazida Zainal, Mohd Aizaini Maarof, Mohamad Nizam Kassim, 2019, 2019 International Conference on Cybersecurity (ICoCSec).

Ensemble classifiers for network intrusion detection system

Siti Mariyam Shamsuddin, Anazida Zainal, Mohd Aizaini Maarof, 2009 .

News Event Prediction using Causality Approach on South China Sea Conflict

Anazida Zainal, Mohd Nizam Kassim, Teo Wen Long, 2021, 2021 3rd International Cyber Resilience Conference (CRC).

A Review of the Opinion Target Extraction using Sequence Labeling Algorithms based on Features Combinations

Anazida Zainal, Noor Azeera Abdul Aziz, MohdAizainiMaarof MohdAizainiMaarof, 2016 .

Comparative analysis of gravitational search algorithm and k-means clustering algorithm for intrusion detection system

Anazida Zainal, Saeed Khorashadi Zadeh, Ikuesan Richard Adeyemi, 2013, CSE 2013.

A distributed anomaly detection model for wireless sensor networks based on the one-class principal component classifier

Anazida Zainal, Murad A. Rassam, Mohd Aizaini Maarof, 2018, Int. J. Sens. Networks.

Smart Home Privacy Protection Methods against a Passive Wireless Snooping Side-Channel Attack

Fuad A. Ghaleb, Mohammad Ali Nassiri Abrishamchi, Sultan Noman Qasem, 2022, Sensors.

A survey of wireless sensor network security and routing techniques

Anazida Zainal, Kashif Naseer Qureshi, Raja Waseem Anwar, 2015 .

Optimal control overhead based multi-metric routing for MANET

Kamalrulnizam Abu Bakar, Anazida Zainal, Ahlam Hashim Mohsin, 2018, Wirel. Networks.

Optimal control overhead based multi-metric routing for MANET

Ahlam Hashim Mohsin, K. A. Bakar, A. Zainal, 2017, Wireless Networks.

Design of misbehavior detection scheme by combining lane change and braking alerts

Fuad A. Ghaleb, Anazida Zainal, Abdulhamid Aliyu Ardo, 2016 .

Fuzzy c-Means Sub-Clustering with Re-sampling in Network Intrusion Detection

Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin, 2009, 2009 Fifth International Conference on Information Assurance and Security.

Feature Extraction and Selection Method of Cyber-Attack and Threat Profiling in Cybersecurity Audit

Anazida Zainal, Mohamad Nizam Kassim, Siti Hajar Othman, 2019, 2019 International Conference on Cybersecurity (ICoCSec).

Adaptive and online data anomaly detection for wireless sensor systems

Anazida Zainal, Murad A. Rassam, Mohd Aizaini Maarof, 2014, Knowl. Based Syst..

Cyber-Attack Features for Detecting Cyber Threat Incidents from Online News

Anazida Zainal, Mohd Aizaini Maarof, M. A. Maarof, 2018, 2018 Cyber Resilience Conference (CRC).

Secure Search Over Encrypted Data in Cloud Computing

Anazida Zainal, Majid Bakhtiari, Majid Nateghizad, 2013, 2013 International Conference on Advanced Computer Science Applications and Technologies.

Quality of Service (QoS) Task Scheduling Algorithm with Taguchi Orthogonal Approach for Cloud Computing Environment

Zalmiyah Zakaria, Abdul Samad Ismail, Anazida Zainal, 2017 .

A survey of feature extraction techniques in content-based illicit image detection

Anazida Zainal, Mohd Aizaini Maarof, M. A. Maarof, 2016 .

An Adaptive Intrusion Detection Scheme for Cloud Computing

Anazida Zainal, Nurudeen Mahmud Ibrahim, A. Zainal, 2019, Int. J. Swarm Intell. Res..

A Distributed Intrusion Detection Scheme for Cloud Computing

Anazida Zainal, Nurudeen Mahmud Ibrahim, A. Zainal, 2020, Int. J. Distributed Syst. Technol..

Big Data Analytics Adoption for Cyber- security: A Review of Current Solutions, Requirements, Challenges and Trends

M. A. Maarof, A. Zainal, M. Rassam, 2017 .

A novel intrusion detection framework for Wireless Sensor Networks

Anazida Zainal, Murad A. Rassam, Mohd Aizaini Maarof, 2011, 2011 7th International Conference on Information Assurance and Security (IAS).

An adaptive and efficient dimension reduction model for multivariate wireless sensor networks applications

Anazida Zainal, Murad A. Rassam, Mohd Aizaini Maarof, 2013, Appl. Soft Comput..

Security Threats and Challenges to IoT and its Applications: A Review

Anazida Zainal, Saleem Iqbal, Tariq Abdullah, 2020, 2020 Fifth International Conference on Fog and Mobile Edge Computing (FMEC).

Data Reduction and Ensemble Classifiers in Intrusion Detection

Anazida Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin, 2008, 2008 Second Asia International Conference on Modelling & Simulation (AMS).

Detecting Bogus Information Attack in Vehicular Ad Hoc Network: A Context-Aware Approach

Fuad A. Ghaleb, Anazida Zainal, Murad A. Rassam, 2019, Procedia Computer Science.

Addressing Behavioral Drift in Ransomware Early Detection Through Weighted Generative Adversarial Networks

A. Zainal, Faisal Saeed, B. Al-rimy, 2024, IEEE Access.

Toward an Ensemble Behavioral-based Early Evasive Malware Detection Framework

Fuad A. Ghaleb, A. Zainal, Faitour. A. Aboaoja, 2021, 2021 International Conference on Data Science and Its Applications (ICoDSA).

A Model for Adaptive and Distributed Intrusion Detection for Cloud Computing

Anazida Zainal, Nurudeen Mahmud Ibrahim, A. Zainal, 2018, 2018 Seventh ICT International Student Project Conference (ICT-ISPC).

Hidden features extraction using Independent Component Analysis for improved alert clustering

Anazida Zainal, Maheyzah Md Siraj, Taqwa Ahmed Alhaj, 2015, 2015 International Conference on Computer, Communications, and Control Technology (I4CT).

A taxonomy on intrusion alert aggregation techniques

Anazida Zainal, Mazura Mat Din, Maheyzah Md Siraj, 2014, 2014 International Symposium on Biometrics and Security Technologies (ISBAST).

Data integrity and privacy model in cloud computing

Anazida Zainal, Mohammed Faez Al-Jaberi, A. Zainal, 2014, 2014 International Symposium on Biometrics and Security Technologies (ISBAST).

Feature Encoding For High Cardinality Categorical Variables Using Entity Embeddings: A Case Study in Customs Fraud Detection

Mohamad Nizam Kassim, A. Zainal, Eric Khoo Jiun Hooi, 2022, 2022 International Conference on Cyber Resilience (ICCR).

Malware Analysis with Multiple Features

Anazida Zainal, Mohd Aizaini Maarof, Muhammad Najmi Ahmad Zabidi, 2012, 2012 UKSim 14th International Conference on Computer Modelling and Simulation.

Ensemble classifiers for network intrusion detection system

Mohd Aizaini Maarof, S. Shamsuddin, A. Zainal, 2009 .

Using Text Annotation Tool on Cyber Security News — A Review

Anazida Zainal, Mohd Aizaini Maarof, Mohamad Nizam Kassim, 2019, 2019 International Conference on Cybersecurity (ICoCSec).

RESEARCH ISSUES IN ADAPTIVE INTRUSION DETECTION

Siti Mariyam Shamsuddin, Anazida Zainal, Mohd Aizaini Maarof, 2006 .

Lightweight symmetric encryption algorithm in big data

Anazida Zainal, Majid Bakhtiari, Hazinah Kutty Mammi, 2015, SOCO 2015.