Sripath Mishra

Sripath Mishra

CS PhD candidate at Purdue. Machine learning for UAV network security: intrusion detection with federated learning, RAG, and GNNs. Seeking Applied Scientist / ML Engineer roles.

Publications

You can also find my articles on my Google Scholar profile.

Conference Papers

FlowRAG: Retrieval-Augmented Intrusion Detection for UAV Networks

Published in 2026 IEEE International Conference on Edge Computing and Communications (EDGE), 2026

A retrieval-augmented generation approach to intrusion detection for dynamic UAV networks, accepted at IEEE EDGE 2026.

Recommended citation: Sripath Mishra, et al. "FlowRAG: Retrieval-Augmented Intrusion Detection for UAV Networks." 2026 IEEE International Conference on Edge Computing and Communications (EDGE), 2026.

Enriching Network Traffic Traces for Increasing Classification Accuracy

Published in 2025 IEEE International Performance, Computing, and Communications Conference (IPCCC), 2025

Methods for enriching network traffic traces to improve classification accuracy, plus a large-scale traffic generator that exposes the limits of current classifiers.

Recommended citation: Sripath Mishra, Akhil Prasad, Sonia Fahmy. "Enriching Network Traffic Traces for Increasing Classification Accuracy." 2025 IEEE International Performance, Computing, and Communications Conference (IPCCC).
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A Real-Time Feature Indexing System on Live Video Streams

Published in 2020 IEEE 44th Annual Computer Software and Applications Conference (COMPSAC), 2020

This paper presents a real-time feature indexing system for live video streams.

Recommended citation: Aditya Chakraborty, Akshay Pawar, Hojoung Jang, Shunqiao Huang, Sripath Mishra, Shuo-Han Chen, Yuan-Hao Chang, George K. Thiruvathukal and Yung-Hsiang Lu. "A Real-Time Feature Indexing System on Live Video Streams." 2020 IEEE 44th Annual Computer Software and Applications Conference (COMPSAC), Madrid, Spain, 2020.
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Datasets & Benchmarks