Anazida Binti Zainal

69 papers C 9Journal 34Unranked 26

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Hybrid Feature Selection Method for Advanced Persistent Threat Detection. Comput. Mater. Continua Adam Khalid, Anazida Binti Zainal, Fuad A. Ghaleb, Bander Ali Saleh Al-rimy, Yussuf Ahmed
2025	J	`jnl`	A joint learning classification for intent detection and slot filling from classical to deep learning: a review. Neural Comput. Appl. Yusuf Idris Muhammad, Naomie Salim, Anazida Binti Zainal, Sinarwati Mohamad Suhaili
2025	J	`jnl`	An Integrated Preprocessing and Drift Detection Approach With Adaptive Windowing for Fraud Detection in Payment Systems. IEEE Access Hadi M. R. Al Lawati, Anazida Binti Zainal, Bander Ali Saleh Al-rimy, Mohammad Al-Azawi, Mohamad Nizam Kassim, Sultan Ahmed Almalki, Tami Abdulrahman Alghamdi
2025	J	`jnl`	Enhancing public cloud resilience: an analytical review of detection and mitigation strategies against economic denial of sustainability attacks. Discov. Internet Things Zubaidi Maytham Sahar Saeed, Anazida Binti Zainal, Fuad A. Ghaleb, Bander Ali Saleh Al-rimy
2024	J	`jnl`	Addressing Behavioral Drift in Ransomware Early Detection Through Weighted Generative Adversarial Networks. IEEE Access Umara Urooj, Bander Ali Saleh Al-rimy, Anazida Binti Zainal, Faisal Saeed, Abdelzahir Abdelmaboud, Wamda Nagmeldin
2024	J	`jnl`	Joint intent detection and slot filling with syntactic and semantic features using multichannel CNN-BiLSTM. PeerJ Comput. Sci. Yusuf Idris Muhammad, Naomie Salim, Anazida Binti Zainal
2023	J	`jnl`	A Kullback-Liebler divergence-based representation algorithm for malware detection. PeerJ Comput. Sci. Faitouri A. Aboaoja, Anazida Binti Zainal, Fuad A. Ghaleb, Norah Saleh Alghamdi, Faisal Saeed, Husayn Alhuwayji
2023	J	`jnl`	An effective attack scenario construction model based on identification of attack steps and stages. Int. J. Inf. Sec. Taqwa Ahmed Alhaj, Maheyzah Md Siraj, Anazida Binti Zainal, Inshirah Idris, Anjum Nazir, Fatin A. Elhaj, Tasneem Darwish
2023	—	`conf`	Fraudulent E-Commerce Website Detection Using Convolutional Neural Network Based on Image Features. DaSET Nurfazrina Mohd Zamry, Anazida Binti Zainal, Eric Khoo, Mohamad Nizam Kassim, Zanariah Zainudin
2022	C	`conf`	ADiBA Big Data Adoption Framework: Accelerating Big Data Revolution 5.0. DATA Norhayati Daut, Naomie Salim, Weng Howe Chan, Anazida Binti Zainal, Sharin Hazlin Huspi, Masitah Ghazali, Fatimah Shafinaz Ahmad
2022	J	`jnl`	Cyber-Attack Prediction Based on Network Intrusion Detection Systems for Alert Correlation Techniques: A Survey. Sensors Hashim Albasheer, Maheyzah Md Siraj, Azath Mubarakali, Omer Elsier Tayfour, Sayeed Haider Salih, Mosab Hamdan, Suleman Khan, Anazida Binti Zainal, Sameer Kamarudeen
2022	J	`jnl`	Dynamic scheduling of heterogeneous resources across mobile edge-cloud continuum using fruit fly-based simulated annealing optimization scheme. Neural Comput. Appl. Danlami Gabi, Nasiru Muhammed Dankolo, Abubakar Atiku Muslim, Ajith Abraham, Mohammed Joda Usman, Anazida Binti Zainal, Zalmiyah Zakaria
2022	—	`conf`	Feature Encoding For High Cardinality Categorical Variables Using Entity Embeddings: A Case Study in Customs Fraud Detection. ICCR Eric Khoo Jiun Hooi, Anazida Binti Zainal, Mohamad Nizam Kassim, Zaily Ayub
2022	J	`jnl`	Prototype Regularized Manifold Regularization Technique for Semi-Supervised Online Extreme Learning Machine. Sensors Muhammad Zafran Bin Muhammad Zaly Shah, Anazida Binti Zainal, Fuad A. Ghaleb, Abdulrahman Alqarafi, Faisal Saeed
2022	—	`conf`	Review of Smart Home Privacy-Protecting Strategies from a Wireless Eavesdropping Attack. DaSET Mohammad Ali Nassiri Abrishamchi, Anazida Binti Zainal
2022	J	`jnl`	Smart Home Privacy Protection Methods against a Passive Wireless Snooping Side-Channel Attack. Sensors Mohammad Ali Nassiri Abrishamchi, Anazida Binti Zainal, Fuad A. Ghaleb, Sultan Noman Qasem, Abdullah M. Albarrak
2021	—	`conf`	Advanced Persistent Threat Detection: A Survey. CRC Adam Khalid, Anazida Binti Zainal, Mohd Aizaini Maarof, Fuad A. Ghaleb
2021	J	`jnl`	An Effective Attack Scenario Construction Model based on Attack Steps and Stages Identification. CoRR Taqwa Ahmed Alhaj, Maheyzah Md Siraj, Anazida Binti Zainal, Inshirah Idris, Anjum Nazir, Fatin A. Elhaj, Tasneem Darwish
2021	—	`conf`	Application of Knowledge-oriented Convolutional Neural Network For Causal Relation Extraction In South China Sea Conflict Issues. CRC Koh Leong Chien, Anazida Binti Zainal, Fuad A. Ghaleb, Mohd Nizam Kassim
2021	—	`conf`	Hate Speech and Offensive Language Detection: A New Feature Set with Filter-Embedded Combining Feature Selection. CRC Noor Azeera Abdul Aziz, Mohd Aizaini Maarof, Anazida Binti Zainal
2021	—	`conf`	LEACH-CR: Energy Saving Hierarchical Network Protocol Based on Low-Energy Adaptive Clustering Hierarchy for Wireless Sensor Networks. CRC Nurfazrina Mohd Zamry, Anazida Binti Zainal, Murad A. Rassam
2021	J	`jnl`	Lightweight Anomaly Detection Scheme Using Incremental Principal Component Analysis and Support Vector Machine. Sensors Nurfazrina Mohd Zamry, Anazida Binti Zainal, Murad A. Rassam, Eman H. Alkhammash, Fuad A. Ghaleb, Faisal Saeed
2021	—	`conf`	News Event Prediction using Causality Approach on South China Sea Conflict. CRC Teo Wen Long, Anazida Binti Zainal, Mohd Nizam Kassim
2020	—	`conf`	An Initial Parameter Search for Rapid Concept Drift Adaptation in Deep Neural Networks. SoCPaR Muhammad Zafran Bin Muhammad Zaly Shah, Anazida Binti Zainal
2020	C	`conf`	Analysis of Metaheuristics Feature Selection Algorithm for Classification. HIS Samuel-Soma M. Ajibade, Nor Bahiah Binti Ahmad, Anazida Binti Zainal
2020	J	`jnl`	Cloud customers service selection scheme based on improved conventional cat swarm optimization. Neural Comput. Appl. Danlami Gabi, Abdul Samad Ismail, Anazida Binti Zainal, Zalmiyah Zakaria, Ajith Abraham, Nasiru Muhammed Dankolo
2020	J	`jnl`	Deep Kalman Neuro Fuzzy-Based Adaptive Broadcasting Scheme for Vehicular Ad Hoc Network: A Context-Aware Approach. IEEE Access Fuad A. Ghaleb, Bander Ali Saleh Al-rimy, Abdulmohsen Almalawi, Abdullah Marish Ali, Anazida Binti Zainal, Murad A. Rassam, Syed Zainudeen Mohd Shaid, Mohd Aizaini Maarof
2019	J	`jnl`	An optimized skin texture model using gray-level co-occurrence matrix. Neural Comput. Appl. Mahdi Maktab Dar Oghaz, Mohd Aizaini Maarof, Mohd. Foad Rohani, Anazida Binti Zainal, Syed Zainudeen Mohd Shaid
2019	J	`jnl`	Context-aware data-centric misbehaviour detection scheme for vehicular ad hoc networks using sequential analysis of the temporal and spatial correlation of the consistency between the cooperative awareness messages. Veh. Commun. Fuad A. Ghaleb, Mohd Aizaini Maarof, Anazida Binti Zainal, Murad A. Rassam, Faisal Saeed, Mohammed Alsaedi
2019	J	`jnl`	Ensemble-Based Hybrid Context-Aware Misbehavior Detection Model for Vehicular Ad Hoc Network. Remote. Sens. Fuad A. Ghaleb, Mohd Aizaini Maarof, Anazida Binti Zainal, Bander Ali Saleh Al-rimy, Abdullah Alsaeedi, Wadii Boulila
2019	—	`conf`	Fraudulent e-Commerce Website Detection Model Using HTML, Text and Image Features. SoCPaR Eric Khoo, Anazida Binti Zainal, Nurfadilah Ariffin, Mohd Nizam Kassim, Mohd Aizaini Maarof, Majid Bakhtiari
2019	J	`jnl`	Hybrid and Multifaceted Context-Aware Misbehavior Detection Model for Vehicular Ad Hoc Network. IEEE Access Fuad A. Ghaleb, Mohd Aizaini Maarof, Anazida Binti Zainal, Bander Ali Saleh Al-rimy, Faisal Saeed, Tawfik Al Hadhrami
2019	—	`conf`	Malware Behavior Profiling from Unstructured Data. SoCPaR Yoong Jien Chiam, Mohd Aizaini Maarof, Mohamad Nizam Kassim, Anazida Binti Zainal
2019	J	`jnl`	Quality of service task scheduling algorithm for time-cost trade off scheduling problem in cloud computing environment. Int. J. Intell. Syst. Technol. Appl. Danlami Gabi, Abdul Samad Ismail, Anazida Binti Zainal, Zalmiyah Zakaria
2018	J	`jnl`	A distributed anomaly detection model for wireless sensor networks based on the one-class principal component classifier. Int. J. Sens. Networks Murad A. Rassam, Mohd Aizaini Maarof, Anazida Binti Zainal
2018	J	`jnl`	Driving-situation-aware adaptive broadcasting rate scheme for vehicular ad hoc network. J. Intell. Fuzzy Syst. Fuad A. Ghaleb, Anazida Binti Zainal, Murad A. Rassam, Faisal Saeed
2018	J	`jnl`	Optimal control overhead based multi-metric routing for MANET. Wirel. Networks Ahlam Hashim Mohsin, Kamalrulnizam Abu Bakar, Anazida Binti Zainal
2018	J	`jnl`	Optimized Reliable Hybrid Routing Protocol Based Link Stability for Mobile Wireless Networks. Wirel. Pers. Commun. Ahlam Hashim Mohsin, Anazida Binti Zainal, Kamalrulnizam Abu Bakar
2018	J	`jnl`	Orthogonal Taguchi-based cat algorithm for solving task scheduling problem in cloud computing. Neural Comput. Appl. Danlami Gabi, Abdul Samad Ismail, Anazida Binti Zainal, Zalmiyah Zakaria, Ajith Abraham
2017	C	`conf`	Content Based Fraudulent Website Detection Using Supervised Machine Learning Techniques. HIS Mahdi Maktabar, Anazida Binti Zainal, Mohd Aizaini Maarof, Mohamad Nizam Kassim
2017	J	`jnl`	Improved vehicle positioning algorithm using enhanced innovation-based adaptive Kalman filter. Pervasive Mob. Comput. Fuad A. Ghaleb, Anazida Binti Zainal, Murad A. Rassam, Ajith Abraham
2017	—	`conf`	Risk tolerance and trust issues in cloud-based E-learning. ICC Siti Salmah Md. Kassim, Mazleena Salleh, Anazida Binti Zainal, Abd Razak Che Husin
2016	C	`conf`	Enhanced Rules Application Order to Stem Affixation, Reduplication and Compounding Words in Malay Texts. PKAW Mohamad Nizam Kassim, Mohd Aizaini Maarof, Anazida Binti Zainal, Amirudin Abdul Wahab
2016	J	`jnl`	Fraud detection system: A survey. J. Netw. Comput. Appl. Aisha Abdallah, Mohd Aizaini Maarof, Anazida Binti Zainal
2016	—	`conf`	Malay Word Stemmer to Stem Standard and Slang Word Patterns on Social Media. DMBD Mohamad Nizam Kassim, Mohd Aizaini Maarof, Anazida Binti Zainal, Amirudin Abdul Wahab
2016	J	`jnl`	Mobility information estimation algorithm using Kalman-filter for vehicular ad hoc networks. Int. J. Inf. Comput. Secur. Fuad A. Ghaleb, Anazida Binti Zainal, Murad A. Rassam
2015	J	`jnl`	Principal component analysis-based data reduction model for wireless sensor networks. Int. J. Ad Hoc Ubiquitous Comput. Murad A. Rassam, Anazida Binti Zainal, Mohd Aizaini Maarof
2014	—	`conf`	A taxonomy on intrusion alert aggregation techniques. ISBAST Taqwa Ahmed, Maheyzah Md Siraj, Anazida Binti Zainal, Mazura Mat Din
2014	J	`jnl`	Adaptive and online data anomaly detection for wireless sensor systems. Knowl. Based Syst. Murad A. Rassam, Mohd Aizaini Maarof, Anazida Binti Zainal
2014	—	`conf`	Enhanced Rules Application Order Approach to Stem Reduplication Words in Malay Texts. SCDM Mohamad Nizam Kassim, Mohd Aizaini Maarof, Anazida Binti Zainal
2014	—	`conf`	Islamic Web Content Filtering and Categorization on Deviant Teaching. SCDM Nurfazrina Mohd Zamry, Mohd Aizaini Maarof, Anazida Binti Zainal
2014	—	`conf`	Mobility Pattern Based Misbehavior Detection to Avoid Collision in Vehicular Adhoc Networks. UCAmI Mohammad Abdur Razzaque, Fuad A. Ghaleb, Anazida Binti Zainal
2014	—	`conf`	Mobility pattern based misbehavior detection in vehicular adhoc networks to enhance safety. ICCVE Fuad A. Ghaleb, Mohammad Abdur Razzaque, Anazida Binti Zainal
2013	J	`jnl`	Advancements of Data Anomaly Detection Research in Wireless Sensor Networks: A Survey and Open Issues. Sensors Murad A. Rassam, Anazida Binti Zainal, Mohd Aizaini Maarof
2013	J	`jnl`	An adaptive and efficient dimension reduction model for multivariate wireless sensor networks applications. Appl. Soft Comput. Murad A. Rassam, Anazida Binti Zainal, Mohd Aizaini Maarof
2012	J	`jnl`	Compact classification of optimized Boolean reasoning with Particle Swarm Optimization. Intell. Data Anal. D. F. Sameon, Siti Mariyam Shamsuddin, Roselina Sallehuddin, Anazida Binti Zainal
2012	—	`conf`	Design of Adaptive IDS with Regulated Retraining Approach. AMLTA Anazida Binti Zainal, Mohd Aizaini Maarof, Siti Mariyam Shamsuddin, Ajith Abraham
2012	—	`conf`	Malware Analysis with Multiple Features. UKSim Muhammad Najmi Ahmad Zabidi, Mohd Aizaini Maarof, Anazida Binti Zainal
2012	—	`conf`	One-Class Principal Component Classifier for anomaly detection in wireless sensor network. CASoN Murad A. Rassam, Anazida Binti Zainal, Mohd Aizaini Maarof
2011	C	`conf`	A novel intrusion detection framework for Wireless Sensor Networks. IAS Murad A. Rassam, Mohd Aizaini Maarof, Anazida Binti Zainal
2011	C	`conf`	Ensemble based categorization and adaptive model for malware detection. IAS Muhammad Najmi Ahmad Zabidi, Mohd Aizaini Maarof, Anazida Binti Zainal
2009	—	`conf`	An Improved Binary Particle Swarm Optimisation for Gene Selection in Classifying Cancer Classes. IWANN (2) Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, Michifumi Yoshioka, Anazida Binti Zainal
2009	C	`conf`	Fuzzy c-Means Sub-Clustering with Re-sampling in Network Intrusion Detection. IAS Anazida Binti Zainal, Den Fairol Samaon, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin
2009	—	`conf`	Rule Modeling Engine for Optimizing Complex Event Processing Patterns. SoCPaR Babak Behravesh, Siti Mariyam Shamsuddin, Anazida Binti Zainal
2008	—	`conf`	Data Reduction and Ensemble Classifiers in Intrusion Detection. Asia International Conference on Modelling and Simulation Anazida Binti Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin
2008	C	`conf`	Ensemble of One-Class Classifiers for Network Intrusion Detection System. IAS Anazida Binti Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin, Ajith Abraham
2007	—	`conf`	Feature Selection Using Rough-DPSO in Anomaly Intrusion Detection. ICCSA (1) Anazida Binti Zainal, Mohd Aizaini Maarof, Siti Mariyam Hj. Shamsuddin
2004	C	`conf`	Solving Time Gap Problems through the Optimization of Detecting Stepping Stone Algorithm. CIT Mohd Nizam Omar, Mohd Aizaini Maarof, Anazida Binti Zainal
2003	—	`conf`	Attack on Intrusion Detection System Host: Simulation and Analysis. CITA Aliza Yusny Daud, Mohd Aizaini Maarof, Norliza Katuk, Anazida Binti Zainal