Secured fast prediction of cloud data stream with balanced load factor using Ensemble Tree Classification. - Balamurugan Balusamy; Kamalraj Durai; S. Jegadeeswari; M. Sugumaran (ICACCI, 2015)

Shamir's key based confidentiality on cloud data storage. - Kamalraj Durai; Balamurugan Balusamy; S. Jegadeeswari; M. Sugumaran (ICACCI, 2015)

Machine Learning Techniques for Intrusion Detection: A Comparative Analysis. - Yasir Hamid; M. Sugumaran; Ludovic Journaux (ICIA, 2016)

Large-scale nonlinear dimensionality reduction for network intrusion detection. - Yasir Hamid; Ludovic Journaux; John Aldo Lee; Lucile Sautot; Nabi Bushra; M. Sugumaran (ESANN, 2017)

Optimal hybrid broadcast scheduling and adaptive cooperative caching for spatial queries in road networks. - M. Veeresha; M. Sugumaran (J. Ambient Intell. Humaniz. Comput., 2017)

Feature selection techniques for intrusion detection using non-bio-inspired and bio-inspired optimization algorithms. - Veeran Ranganathan Balasaraswathi; Muthukumarasamy Sugumaran; Yasir Hamid (J. Commun. Inf. Networks, 2017)

Hybrid spatial air index for processing queries in road networks. - M. Veeresha; M. Sugumaran (Clust. Comput., 2018)

A novel method for network intrusion detection based on nonlinear SNE and SVM. - Yasir Hamid; Ludovic Journaux; John A. Lee 001; M. Sugumaran (Int. J. Artif. Intell. Soft Comput., 2018)

Benchmark Datasets for Network Intrusion Detection: A Review. - Yasir Hamid; Veeran Ranganathan Balasaraswathi; Ludovic Journaux; Muthukumarasamy Sugumaran (Int. J. Netw. Secur., 2018)

Sequential mining of real time moving object by using fast frequence pattern algorithm. - D. Venkata Vara Prasad; N. Venkatesvara Rao; M. Sugumaran (Clust. Comput., 2019)

An Efficient Feature Selection for Intrusion Detection System Using B-HKNN and C2 Search Based Learning Model. - Veeran Ranganathan Balasaraswathi; Mary Shamala L; Yasir Hamid; M. Pachhaiammal Alias Priya; M. Shobana; Muthukumarasamy Sugumaran (Neural Process. Lett., 2022)