XNFT: Explainable network flow transformer for transparent detection of DDoS attacks in real-world networks. - Amal Ajayan; G. Kirubavathi; Iqbal H. Sarker (Comput. Networks, 2026)

DistilXIDS: Efficient, lightweight and explainable transformer-based language model for real-time network intrusion detection. - Amal Ajayan; G. Kirubavathi Venkatesh; Iqbal H. Sarker (Neurocomputing, 2026)

Securing resource-constrained IoMT devices with an ultra-lightweight cryptographic framework. - Abdul Muhammed Rasheed; Retnaswami Mathusoothana S. Kumar; G. Kirubavathi Venkatesh; Amal Ajayan; Ateeq Ur Rehman 002; Ayman Altameem; Ahmad Almogren (PeerJ Comput. Sci., 2026)

PSO-GWO Optimized Encryption Algorithm for Secure Medical Image Transmission in IoT-Cloud Healthcare Systems. - Abdul Muhammed Rasheed; Retnaswami Mathusoothana S. Kumar; Amal Ajayan (KSII Trans. Internet Inf. Syst., 2026)