S. Sumathi

An intelligent intrusion detection system for distributed denial of service attacks: A support vector machine with hybrid optimization algorithm based approach

S. Sumathi, R. Rajesh · Concurrency and Computation Practice and Experience · 2022 · 79 citations

Support Vector Machine, Ddos Detection, Security Diagnostics +14

Recurrent and Deep Learning Neural Network Models for DDoS Attack Detection

S. Sumathi, R. Rajesh, Sangsoon Lim · Journal of Sensors · 2022 · 52 citations · Full text

Artificial Intelligence, Service Attack, Ddos Detection +12

HybGBS: A hybrid neural network and grey wolf optimizer for intrusion detection in a cloud computing environment

S. Sumathi, R. Rajesh · Concurrency and Computation Practice and Experience · 2024 · 33 citations · Full text

Hardware Security, Back Propagation Network, Ddos Detection +15

RETRACTED ARTICLE: Cognition based spam mail text analysis using combined approach of deep neural network classifier and random forest

S. Sumathi, P. Ganeshkumar · Journal of Ambient Intelligence and Humanized Computing · 2020 · 27 citations

Natural Language Processing, Spam Filtering, Cognitive Science +11

Comparative Study on TCP SYN Flood DDoS Attack Detection: A Machine Learning Algorithm Based Approach

S. Sumathi, R. Rajesh · WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL · 2021 · 27 citations · Full text

Internet Traffic Analysis, Engineering, Machine Learning +17