I. Sumaiya Thaseen

According to our database, I. Sumaiya Thaseen authored at least 17 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DAIDNet: A Lightweight Domain-Aware Architecture for Automated Detection of Network Penetrations.

Prajjwal Gupta, Aviral Jain, Sumaiya Thaseen Ikram, Thippa Reddy Gadekallu, Gautam Srivastava

IEEE Trans. Netw. Serv. Manag., June, 2024

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

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

Revolutionizing Malware Detection: Feature-Based Approach for Targeting Diverse Malware Categories.

Sanyam Jain, I. Sumaiya Thaseen

Proceedings of the IEEE International Carnahan Conference on Security Technology, 2023

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

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

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

Trans. Emerg. Telecommun. Technol., 2022

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

Trans. Emerg. Telecommun. Technol., 2021

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

2019

Identification of Botnet Attacks Using Hybrid Machine Learning Models.

Amritanshu Pandey, I. Sumaiya Thaseen, Ch. Aswani Kumar, Gang Li

Proceedings of the Hybrid Intelligent Systems, 2019

2018

Performance Analysis of Single- and Ensemble-Based Classifiers for Intrusion Detection.

R. Hariharan, I. Sumaiya Thaseen, Usha Devi Gandhi

Proceedings of the Soft Computing for Problem Solving, 2018

Identification of Phishing Attack in Websites Using Random Forest-SVM Hybrid Model.

Amritanshu Pandey, Noor Gill, Kashyap Sai Prasad Nadendla, I. Sumaiya Thaseen

Proceedings of the Intelligent Systems Design and Applications, 2018

Analysis on Improving the Performance of Machine Learning Models Using Feature Selection Technique.

N. Maajid Khan, Nalina Madhav C, Anjali Negi, I. Sumaiya Thaseen

Proceedings of the Intelligent Systems Design and Applications, 2018

2017

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

2016

Improving Accuracy of Intrusion Detection Model Using PCA and optimized SVM.

Sumaiya Thaseen Ikram, Aswani Kumar Cherukuri

J. Comput. Inf. Technol., 2016

2014

sv(M)kmeans - A Hybrid Feature Selection Technique for Reducing False Positives in Network Anomaly Detection.

Shubham Saini, Shraey Bhatia, I. Sumaiya Thaseen

Proceedings of the 20th International Conference on Management of Data, 2014

2012

An Integrated Intrusion Detection System for Credit Card Fraud Detection.

M. Sasirekha, I. Sumaiya Thaseen, J. Saira Banu

Proceedings of the Advances in Computing and Information Technology - Proceedings of the Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012, Chennai, India, 2012