Attack on Intrusion Detection System Host: Simulation and Analysis. - Aliza Yusny Daud; Mohd Aizaini Maarof; Norliza Katuk; Anazida Binti Zainal (CITA, 2003)

Solving Time Gap Problems through the Optimization of Detecting Stepping Stone Algorithm. - Mohd Nizam Omar; Mohd Aizaini Maarof; Anazida Binti Zainal (CIT, 2004)

Feature Selection Using Rough-DPSO in Anomaly Intrusion Detection. - Anazida Binti Zainal; Mohd Aizaini Maarof; Siti Mariyam Hj. Shamsuddin (ICCSA (1), 2007)

Ensemble of One-Class Classifiers for Network Intrusion Detection System. - Anazida Binti Zainal; Mohd Aizaini Maarof; Siti Mariyam Hj. Shamsuddin; Ajith Abraham (IAS, 2008)

Data Reduction and Ensemble Classifiers in Intrusion Detection. - Anazida Binti Zainal; Mohd Aizaini Maarof; Siti Mariyam Hj. Shamsuddin (Asia International Conference on Modelling and Simulation, 2008)

Fuzzy c-Means Sub-Clustering with Re-sampling in Network Intrusion Detection. - Anazida Binti Zainal; Den Fairol Samaon; Mohd Aizaini Maarof; Siti Mariyam Hj. Shamsuddin (IAS, 2009)

An Improved Binary Particle Swarm Optimisation for Gene Selection in Classifying Cancer Classes. - Mohd Saberi Mohamad; Sigeru Omatu 001; Safaai Deris; Michifumi Yoshioka; Anazida Binti Zainal (IWANN (2), 2009)

Rule Modeling Engine for Optimizing Complex Event Processing Patterns. - Babak Behravesh; Siti Mariyam Shamsuddin; Anazida Binti Zainal (SoCPaR, 2009)

A novel intrusion detection framework for Wireless Sensor Networks. - Murad A. Rassam; Mohd Aizaini Maarof; Anazida Binti Zainal (IAS, 2011)

Ensemble based categorization and adaptive model for malware detection. - Muhammad Najmi Ahmad Zabidi; Mohd Aizaini Maarof; Anazida Binti Zainal (IAS, 2011)

Design of Adaptive IDS with Regulated Retraining Approach. - Anazida Binti Zainal; Mohd Aizaini Maarof; Siti Mariyam Shamsuddin; Ajith Abraham (AMLTA, 2012)

One-Class Principal Component Classifier for anomaly detection in wireless sensor network. - Murad A. Rassam; Anazida Binti Zainal; Mohd Aizaini Maarof (CASoN, 2012)

Malware Analysis with Multiple Features. - Muhammad Najmi Ahmad Zabidi; Mohd Aizaini Maarof; Anazida Binti Zainal (UKSim, 2012)

Compact classification of optimized Boolean reasoning with Particle Swarm Optimization. - D. F. Sameon; Siti Mariyam Shamsuddin; Roselina Sallehuddin; Anazida Binti Zainal (Intell. Data Anal., 2012)

An adaptive and efficient dimension reduction model for multivariate wireless sensor networks applications. - Murad A. Rassam; Anazida Binti Zainal; Mohd Aizaini Maarof (Appl. Soft Comput., 2013)

Advancements of Data Anomaly Detection Research in Wireless Sensor Networks: A Survey and Open Issues. - Murad A. Rassam; Anazida Binti Zainal; Mohd Aizaini Maarof (Sensors, 2013)

Mobility pattern based misbehavior detection in vehicular adhoc networks to enhance safety. - Fuad A. Ghaleb; Mohammad Abdur Razzaque; Anazida Binti Zainal (ICCVE, 2014)

A taxonomy on intrusion alert aggregation techniques. - Taqwa Ahmed; Maheyzah Md Siraj; Anazida Binti Zainal; Mazura Mat Din (ISBAST, 2014)

Enhanced Rules Application Order Approach to Stem Reduplication Words in Malay Texts. - Mohamad Nizam Kassim; Mohd Aizaini Maarof; Anazida Binti Zainal (SCDM, 2014)

Islamic Web Content Filtering and Categorization on Deviant Teaching. - Nurfazrina Mohd Zamry; Mohd Aizaini Maarof; Anazida Binti Zainal (SCDM, 2014)

Mobility Pattern Based Misbehavior Detection to Avoid Collision in Vehicular Adhoc Networks. - Mohammad Abdur Razzaque; Fuad A. Ghaleb; Anazida Binti Zainal (UCAmI, 2014)

Adaptive and online data anomaly detection for wireless sensor systems. - Murad A. Rassam; Mohd Aizaini Maarof; Anazida Binti Zainal (Knowl. Based Syst., 2014)

Principal component analysis-based data reduction model for wireless sensor networks. - Murad A. Rassam; Anazida Binti Zainal; Mohd Aizaini Maarof (Int. J. Ad Hoc Ubiquitous Comput., 2015)

Malay Word Stemmer to Stem Standard and Slang Word Patterns on Social Media. - Mohamad Nizam Kassim; Mohd Aizaini Maarof; Anazida Binti Zainal; Amirudin Abdul Wahab (DMBD, 2016)

Enhanced Rules Application Order to Stem Affixation, Reduplication and Compounding Words in Malay Texts. - Mohamad Nizam Kassim; Mohd Aizaini Maarof; Anazida Binti Zainal; Amirudin Abdul Wahab (PKAW, 2016)

Mobility information estimation algorithm using Kalman-filter for vehicular ad hoc networks. - Fuad A. Ghaleb; Anazida Binti Zainal; Murad A. Rassam (Int. J. Inf. Comput. Secur., 2016)

Fraud detection system: A survey. - Aisha Abdallah; Mohd Aizaini Maarof; Anazida Binti Zainal (J. Netw. Comput. Appl., 2016)

Content Based Fraudulent Website Detection Using Supervised Machine Learning Techniques. - Mahdi Maktabar; Anazida Binti Zainal; Mohd Aizaini Maarof; Mohamad Nizam Kassim (HIS, 2017)

Risk tolerance and trust issues in cloud-based E-learning. - Siti Salmah Md. Kassim; Mazleena Salleh; Anazida Binti Zainal; Abd Razak Che Husin (ICC, 2017)

Improved vehicle positioning algorithm using enhanced innovation-based adaptive Kalman filter. - Fuad A. Ghaleb; Anazida Binti Zainal; Murad A. Rassam; Ajith Abraham (Pervasive Mob. Comput., 2017)

A distributed anomaly detection model for wireless sensor networks based on the one-class principal component classifier. - Murad A. Rassam; Mohd Aizaini Maarof; Anazida Binti Zainal (Int. J. Sens. Networks, 2018)

Driving-situation-aware adaptive broadcasting rate scheme for vehicular ad hoc network. - Fuad A. Ghaleb; Anazida Binti Zainal; Murad A. Rassam; Faisal Saeed (J. Intell. Fuzzy Syst., 2018)

Orthogonal Taguchi-based cat algorithm for solving task scheduling problem in cloud computing. - Danlami Gabi; Abdul Samad Ismail; Anazida Binti Zainal; Zalmiyah Zakaria; Ajith Abraham (Neural Comput. Appl., 2018)

Optimal control overhead based multi-metric routing for MANET. - Ahlam Hashim Mohsin; Kamalrulnizam Abu Bakar; Anazida Binti Zainal (Wirel. Networks, 2018)

Optimized Reliable Hybrid Routing Protocol Based Link Stability for Mobile Wireless Networks. - Ahlam Hashim Mohsin; Anazida Binti Zainal; Kamalrulnizam Abu Bakar (Wirel. Pers. Commun., 2018)

Malware Behavior Profiling from Unstructured Data. - Yoong Jien Chiam; Mohd Aizaini Maarof; Mohamad Nizam Kassim; Anazida Binti Zainal (SoCPaR, 2019)

Fraudulent e-Commerce Website Detection Model Using HTML, Text and Image Features. - Eric Khoo; Anazida Binti Zainal; Nurfadilah Ariffin; Mohd Nizam Kassim; Mohd Aizaini Maarof; Majid Bakhtiari (SoCPaR, 2019)

Hybrid and Multifaceted Context-Aware Misbehavior Detection Model for Vehicular Ad Hoc Network. - Fuad A. Ghaleb; Mohd Aizaini Maarof; Anazida Binti Zainal; Bander Ali Saleh Al-rimy; Faisal Saeed; Tawfik Al Hadhrami (IEEE Access, 2019)

Quality of service task scheduling algorithm for time-cost trade off scheduling problem in cloud computing environment. - Danlami Gabi; Abdul Samad Ismail; Anazida Binti Zainal; Zalmiyah Zakaria (Int. J. Intell. Syst. Technol. Appl., 2019)

An optimized skin texture model using gray-level co-occurrence matrix. - Mahdi Maktab Dar Oghaz; Mohd Aizaini Maarof; Mohd. Foad Rohani; Anazida Binti Zainal; Syed Zainudeen Mohd Shaid (Neural Comput. Appl., 2019)

Ensemble-Based Hybrid Context-Aware Misbehavior Detection Model for Vehicular Ad Hoc Network. - Fuad A. Ghaleb; Mohd Aizaini Maarof; Anazida Binti Zainal; Bander Ali Saleh Al-rimy; Abdullah Alsaeedi; Wadii Boulila (Remote. Sens., 2019)

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. - Fuad A. Ghaleb; Mohd Aizaini Maarof; Anazida Binti Zainal; Murad A. Rassam; Faisal Saeed; Mohammed Alsaedi (Veh. Commun., 2019)

Analysis of Metaheuristics Feature Selection Algorithm for Classification. - Samuel-Soma M. Ajibade; Nor Bahiah Binti Ahmad; Anazida Binti Zainal (HIS, 2020)

An Initial Parameter Search for Rapid Concept Drift Adaptation in Deep Neural Networks. - Muhammad Zafran Bin Muhammad Zaly Shah; Anazida Binti Zainal (SoCPaR, 2020)

Deep Kalman Neuro Fuzzy-Based Adaptive Broadcasting Scheme for Vehicular Ad Hoc Network: A Context-Aware Approach. - 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 (IEEE Access, 2020)

Cloud customers service selection scheme based on improved conventional cat swarm optimization. - Danlami Gabi; Abdul Samad Ismail; Anazida Binti Zainal; Zalmiyah Zakaria; Ajith Abraham; Nasiru Muhammed Dankolo (Neural Comput. Appl., 2020)

Hate Speech and Offensive Language Detection: A New Feature Set with Filter-Embedded Combining Feature Selection. - Noor Azeera Abdul Aziz; Mohd Aizaini Maarof; Anazida Binti Zainal (CRC, 2021)

Application of Knowledge-oriented Convolutional Neural Network For Causal Relation Extraction In South China Sea Conflict Issues. - Koh Leong Chien; Anazida Binti Zainal; Fuad A. Ghaleb; Mohd Nizam Kassim (CRC, 2021)

Advanced Persistent Threat Detection: A Survey. - Adam Khalid; Anazida Binti Zainal; Mohd Aizaini Maarof; Fuad A. Ghaleb (CRC, 2021)

News Event Prediction using Causality Approach on South China Sea Conflict. - Teo Wen Long; Anazida Binti Zainal; Mohd Nizam Kassim (CRC, 2021)

LEACH-CR: Energy Saving Hierarchical Network Protocol Based on Low-Energy Adaptive Clustering Hierarchy for Wireless Sensor Networks. - Nurfazrina Mohd Zamry; Anazida Binti Zainal; Murad A. Rassam (CRC, 2021)

An Effective Attack Scenario Construction Model based on Attack Steps and Stages Identification. - Taqwa Ahmed Alhaj; Maheyzah Md Siraj; Anazida Binti Zainal; Inshirah Idris; Anjum Nazir; Fatin A. Elhaj; Tasneem Darwish (CoRR, 2021)

Lightweight Anomaly Detection Scheme Using Incremental Principal Component Analysis and Support Vector Machine. - Nurfazrina Mohd Zamry; Anazida Binti Zainal; Murad A. Rassam; Eman H. Alkhammash; Fuad A. Ghaleb; Faisal Saeed (Sensors, 2021)

Review of Smart Home Privacy-Protecting Strategies from a Wireless Eavesdropping Attack. - Mohammad Ali Nassiri Abrishamchi; Anazida Binti Zainal (DaSET, 2022)

ADiBA Big Data Adoption Framework: Accelerating Big Data Revolution 5.0. - Norhayati Daut; Naomie Salim; Weng Howe Chan; Anazida Binti Zainal; Sharin Hazlin Huspi; Masitah Ghazali; Fatimah Shafinaz Ahmad (DATA, 2022)

Feature Encoding For High Cardinality Categorical Variables Using Entity Embeddings: A Case Study in Customs Fraud Detection. - Eric Khoo Jiun Hooi; Anazida Binti Zainal; Mohamad Nizam Kassim; Zaily Ayub (ICCR, 2022)

Dynamic scheduling of heterogeneous resources across mobile edge-cloud continuum using fruit fly-based simulated annealing optimization scheme. - Danlami Gabi; Nasiru Muhammed Dankolo; Abubakar Atiku Muslim; Ajith Abraham; Mohammed Joda Usman; Anazida Binti Zainal; Zalmiyah Zakaria (Neural Comput. Appl., 2022)

Smart Home Privacy Protection Methods against a Passive Wireless Snooping Side-Channel Attack. - Mohammad Ali Nassiri Abrishamchi; Anazida Binti Zainal; Fuad A. Ghaleb; Sultan Noman Qasem; Abdullah M. Albarrak (Sensors, 2022)

Cyber-Attack Prediction Based on Network Intrusion Detection Systems for Alert Correlation Techniques: A Survey. - Hashim Albasheer; Maheyzah Md Siraj; Azath Mubarakali; Omer Elsier Tayfour; Sayeed Haider Salih; Mosab Hamdan; Suleman Khan 001; Anazida Binti Zainal; Sameer Kamarudeen (Sensors, 2022)

Prototype Regularized Manifold Regularization Technique for Semi-Supervised Online Extreme Learning Machine. - Muhammad Zafran Bin Muhammad Zaly Shah; Anazida Binti Zainal; Fuad A. Ghaleb; Abdulrahman Alqarafi; Faisal Saeed (Sensors, 2022)

Fraudulent E-Commerce Website Detection Using Convolutional Neural Network Based on Image Features. - Nurfazrina Mohd Zamry; Anazida Binti Zainal; Eric Khoo; Mohamad Nizam Kassim; Zanariah Zainudin (DaSET, 2023)

A Kullback-Liebler divergence-based representation algorithm for malware detection. - Faitouri A. Aboaoja; Anazida Binti Zainal; Fuad A. Ghaleb; Norah Saleh Alghamdi; Faisal Saeed; Husayn Alhuwayji (PeerJ Comput. Sci., 2023)

An effective attack scenario construction model based on identification of attack steps and stages. - Taqwa Ahmed Alhaj; Maheyzah Md Siraj; Anazida Binti Zainal; Inshirah Idris; Anjum Nazir; Fatin A. Elhaj; Tasneem Darwish (Int. J. Inf. Sec., 2023)

Addressing Behavioral Drift in Ransomware Early Detection Through Weighted Generative Adversarial Networks. - Umara Urooj; Bander Ali Saleh Al-Rimy; Anazida Binti Zainal; Faisal Saeed; Abdelzahir Abdelmaboud; Wamda Nagmeldin (IEEE Access, 2024)

Joint intent detection and slot filling with syntactic and semantic features using multichannel CNN-BiLSTM. - Yusuf Idris Muhammad; Naomie Salim; Anazida Binti Zainal (PeerJ Comput. Sci., 2024)

An Integrated Preprocessing and Drift Detection Approach With Adaptive Windowing for Fraud Detection in Payment Systems. - 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 (IEEE Access, 2025)

Enhancing public cloud resilience: an analytical review of detection and mitigation strategies against economic denial of sustainability attacks. - Zubaidi Maytham Sahar Saeed; Anazida Binti Zainal; Fuad A. Ghaleb; Bander Ali Saleh Al-rimy (Discov. Internet Things, 2025)