Intelligent Clustering with PCA and Unsupervised Learning Algorithm in Intrusion Alert Correlation. - Maheyzah Md Siraj; Mohd Aizaini Maarof; Siti Zaiton Mohd Hashim (IAS, 2009)

Handwritten alphabets recognition using twelve directional feature extraction and self organizing maps. - Julian Supardi; Intan Anindyana Hapsari; Maheyzah Md Siraj (IC3INA, 2014)

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

Towards metamodel-based approach for Information Security Awareness Management. - Ahmed Yousuf Jama; Maheyzah Md Siraj; Rashidah Kadir (ISBAST, 2014)

A Survey on Privacy Preserving Data Mining Approaches and Techniques. - Maheyzah Md Siraj; Nurul Adibah Rahmat; Mazura Mat Din (ICSCA, 2019)

Hybrid Solution for Privacy-Preserving Data Mining on the Cloud Computing. - Huda Osman; Mohd Aizaini Maarof; Maheyzah Md Siraj (IRICT, 2019)

Anomaly Intrusion Detection Systems in IoT Using Deep Learning Techniques: A Survey. - Muaadh A. Alsoufi; Shukor Abd Razak; Maheyzah Md Siraj; Abdulalem Ali; Maged Nasser; Salah Abdo (IRICT, 2020)

HAC: Model for Privacy-Preserving Outsourced Data Over Cloud. - Huda Osman; Maheyzah Md Siraj; Mohd Aizaini Maarof (CRC, 2021)

A Review of Anomaly Intrusion Detection Systems in IoT using Deep Learning Techniques. - Muaadh A. Alsoufi; Shukor Abd Razak; Maheyzah Md Siraj; Bander Ali Saleh Al-rimy; Abdul-Rahman Al-Ali; Maged Nasser; Salah Abdo (Adv. Data Sci. Adapt. Anal., 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)

Quasi-Identifier Recognition Algorithm for Privacy Preservation of Cloud Data Based on Risk Reidentification. - Huda Osman; Maheyzah Md Siraj; Fuad A. Ghaleb; Faisal Saeed; Eman H. Alkhammash; Mohd Aizaini Maarof (Wirel. Commun. Mob. Comput., 2021)

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)

An Anomaly Intrusion Detection Systems in IoT Based on Autoencoder: A Review. - Muaadh A. Alsoufi; Maheyzah Md Siraj; Fuad A. Ghaleb; Aya Hasan Abdulqader; Elham Ali; Maryam Omar (IRICT (2), 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)