I. Sumaiya Thaseen

Integrated Intrusion Detection Model Using Chi-Square Feature Selection and Ensemble of Classifiers

I. Sumaiya Thaseen, Ch. Aswani Kumar, Amir Ahmad · Arabian Journal for Science and Engineering · 2018 · 105 citations

Data Classification, Engineering, Data Science +8

An integrated intrusion detection system using correlation‐based attribute selection and artificial neural network

I. Sumaiya Thaseen, J. Saira Banu, K. Lavanya et al. · Transactions on Emerging Telecommunications Technologies · 2020 · 95 citations

Anomaly Detection, Machine Learning, Engineering +19

Improving Accuracy of Intrusion Detection Model Using PCA and optimized SVM

I. Sumaiya Thaseen · Journal of Computing and Information Technology · 2016 · 78 citations · Full text

Support Vector Machine, Engineering, Data Science +11

Intrusion detection model using fusion of PCA and optimized SVM

I. Sumaiya Thaseen, Ch. Aswani Kumar · 2014 · 66 citations

Support Vector Machine, Anomaly Detection, Machine Learning +15

Prediction of IIoT traffic using a modified whale optimization approach integrated with random forest classifier

I. Sumaiya Thaseen, V. Priya, B. Anbarasu et al. · The Journal of Supercomputing · 2022 · 65 citations

Iiot Traffic, Transportation Engineering, Random Forest Classifier +1