Pratyay Kumar

According to our database, Pratyay Kumar authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

MCP-in-SoS: Risk assessment framework for open-source MCP servers.

Pratyay Kumar, Miguel A. Guirao Aguilera, Srikathyayani Srikanteswara, Satyajayant Misra, Abu Saleh Md Tayeen

CoRR, March, 2026

NetDiffuser: Deceiving DNN-Based Network Attack Detection Systems with Diffusion-Generated Adversarial Traffic.

Pratyay Kumar, Abu Saleh Md Tayeen, Satyajayant Misra, Huiping Cao, Jiefei Liu, Qixu Gong, Jayashree Harikumar

CoRR, March, 2026

2025

NeTIF: Network Traffic to Image Features for Robust Intrusion Detection.

Stephen Villanueva, Abu Saleh Md Tayeen, Qixu Gong, Satyajayant Misra, Aden Dogar, Huiping Cao, Jiefei Liu, Pratyay Kumar, Jayashree Harikumar

Proceedings of the IEEE Military Communications Conference, 2025

Is Synthetic Flow Data from Generative Models Ready for Network Intrusion Detection Systems?

Jiefei Liu, Qixu Gong, Wenbin Jiang, Pratyay Kumar, Abu Saleh Md Tayeen, Huiping Cao, Satyajayant Misra, Jayashree Harikumar

Proceedings of the IEEE Military Communications Conference, 2025

NetPrompt: Evaluation of LLMs as Network Intrusion Detection System.

Pratyay Kumar, Abu Saleh Md Tayeen, Qixu Gong, Jiefei Liu, Satyajayant Misra, Huiping Cao, Jayashree Harikumar

Proceedings of the IEEE Military Communications Conference, 2025

2023

FLNET2023: Realistic Network Intrusion Detection Dataset for Federated Learning.

Pratyay Kumar, Jiefei Liu, Abu Saleh Md Tayeen, Satyajayant Misra, Huiping Cao, Jayashree Harikumar, Oscar Perez

Proceedings of the IEEE Military Communications Conference, 2023

Multi-Model-Based Federated Learning to Overcome Local Class Imbalance Issues.

Jiefei Liu, Huiping Cao, Abu Saleh Md Tayeen, Satyajayant Misra, Pratyay Kumar, Jayashree Harikumar

Proceedings of the International Conference on Machine Learning and Applications, 2023