An Integrated Intrusion Detection System for Credit Card Fraud Detection. - M. Sasirekha; I. Sumaiya Thaseen; J. Saira Banu (ACITY (1), 2012)

sv(M)kmeans - A Hybrid Feature Selection Technique for Reducing False Positives in Network Anomaly Detection. - Shubham Saini; Shraey Bhatia; I. Sumaiya Thaseen (COMAD, 2014)

Improving Accuracy of Intrusion Detection Model Using PCA and optimized SVM. - Sumaiya Thaseen Ikram; Aswani Kumar Cherukuri (J. Comput. Inf. Technol., 2016)

Intrusion detection model using fusion of chi-square feature selection and multi class SVM. - Sumaiya Thaseen Ikram; Cherukuri Aswani Kumar (J. King Saud Univ. Comput. Inf. Sci., 2017)

Analysis on Improving the Performance of Machine Learning Models Using Feature Selection Technique. - N. Maajid Khan; Nalina Madhav C; Anjali Negi; I. Sumaiya Thaseen (ISDA (2), 2018)

Identification of Phishing Attack in Websites Using Random Forest-SVM Hybrid Model. - Amritanshu Pandey; Noor Gill; Kashyap Sai Prasad Nadendla; I. Sumaiya Thaseen (ISDA (2), 2018)

Performance Analysis of Single- and Ensemble-Based Classifiers for Intrusion Detection. - R. Hariharan; I. Sumaiya Thaseen; Usha Devi Gandhi (SocProS (2), 2018)

Identification of Botnet Attacks Using Hybrid Machine Learning Models. - Amritanshu Pandey; I. Sumaiya Thaseen; Ch. Aswani Kumar; Gang Li 009 (HIS, 2019)

Robust Attack Detection Approach for IIoT Using Ensemble Classifier. - V. Priya; I. Sumaiya Thaseen; Thippa Reddy Gadekallu; Mohamed K. Aboudaif; Emad S. Abouel Nasr (CoRR, 2021)

An integrated intrusion detection system using correlation-based attribute selection and artificial neural network. - I. Sumaiya Thaseen; J. Saira Banu; K. Lavanya; Muhammad Rukunuddin Ghalib; Kumar Abhishek 004 (Trans. Emerg. Telecommun. Technol., 2021)

An intelligent ensemble of long-short-term memory with genetic algorithm for network anomaly identification. - I. Sumaiya Thaseen; Arun Krishna Chitturi; Fadi M. Al-Turjman; Achyut Shankar; Muhammad Rukunuddin Ghalib; Kumar Abhishek 004 (Trans. Emerg. Telecommun. Technol., 2022)

Prediction of IIoT traffic using a modified whale optimization approach integrated with random forest classifier. - Sumaiya Thaseen Ikram; V. Priya; B. Anbarasu; Xiaochun Cheng; Muhammad Rukunuddin Ghalib; Achyut Shankar (J. Supercomput., 2022)

Live video streaming service with pay-as-you-use model on Ethereum Blockchain and InterPlanetary file system. - Elio Jordan Lopes; Shaolin Kataria; Shashank Keshav; Sumaiya Thaseen Ikram; Muhammad Rukunuddin Ghalib; Achyut Shankar; Moez Krichen (Wirel. Networks, 2022)

Revolutionizing Malware Detection: Feature-Based Approach for Targeting Diverse Malware Categories. - Sanyam Jain; I. Sumaiya Thaseen (ICCST, 2023)

Parallelisation of machine learning models for credit card fraud detection. - J. Saira Banu; Sumaiya Thaseen Ikram; Vanitha Mohanraj; Kishore Sanapala; Polinpapilinho F. Katina (Int. J. Syst. Syst. Eng., 2023)

Parallelization of Machine Learning Models for Credit Card Fraud Detection. - Polinpapilinho F. Katina; Kishore Sanapala; Vanitha Mohanraj; I. Sumaiya Thaseen; J. Saira Banu (Int. J. Syst. Syst. Eng., 2023)

DAIDNet: A Lightweight Domain-Aware Architecture for Automated Detection of Network Penetrations. - Prajjwal Gupta; Aviral Jain; Sumaiya Thaseen Ikram; Thippa Reddy Gadekallu; Gautam Srivastava 001 (IEEE Trans. Netw. Serv. Manag., 2024)