Prabu Kaliyaperumal

According to our database, Prabu Kaliyaperumal authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

An Unsupervised Cloud-Centric Intrusion Diagnosis Framework Using Autoencoder and Density-Based Learning.

K. S. Suresh, Thenmozhi Elumalai, Rajamani Radhakrishnan, Anubhav Kumar, Balamurugan Balusamy, Sumendra Yogarayan, Prabu Kaliyaperumal

Future Internet, 2026

SiamIDS: A novel cloud-centric Siamese Bi-LSTM framework for interpretable intrusion detection in large-scale IoT networks.

Prabu Kaliyaperumal, Palani Latha, Selvaraj Palanisamy, Sridhar Pushpanathan, Anand Nayyar, Balamurugan Balusamy, Ahmad Alkhayyat

Comput. Stand. Interfaces, 2026

A multi-stage framework for scalable and context-aware intrusion detection in IoT-cloud systems using deep latent modeling and graph-based attack classification.

Rajakumar Ponnumani, Nisha Vasudeva, Thenmozhi Elumalai, Prabu Kaliyaperumal, Balamurugan Balusamy, Francesco Benedetto

Comput. Electr. Eng., 2026

2025

A Scalable Hybrid Autoencoder-Extreme Learning Machine Framework for Adaptive Intrusion Detection in High-Dimensional Networks.

Anubhav Kumar, Rajamani Radhakrishnan, Mani Sumithra, Prabu Kaliyaperumal, Balamurugan Balusamy, Francesco Benedetto

Future Internet, 2025

Enhancing cybersecurity in Agriculture 4.0: A high-performance hybrid deep learning-based framework for DDoS attack detection.

Prabu Kaliyaperumal, Tamilarasi Karuppiah, Rajakumar Perumal, Manikandan Thirumalaisamy, Balamurugan Balusamy, Francesco Benedetto

Comput. Electr. Eng., 2025

2024

A Novel Hybrid Unsupervised Learning Approach for Enhanced Cybersecurity in the IoT.

Prabu Kaliyaperumal, Sudhakar Periyasamy, Manikandan Thirumalaisamy, Balamurugan Balusamy, Francesco Benedetto

Future Internet, July, 2024