FlowRAG: Retrieval-Augmented Intrusion Detection for UAV Networks
Retrieval-augmented generation for intrusion detection in dynamic UAV networks. Accepted at IEEE EDGE 2026.
Retrieval-augmented generation for intrusion detection in dynamic UAV networks. Accepted at IEEE EDGE 2026.
A calibrated digital-twin dataset and benchmark for intrusion detection in UAV swarm networks. Published on IEEE DataPort.
Enriching network traffic traces to improve classification accuracy, plus a generator that exposes the limits of current classifiers. IEEE IPCCC 2025.
A graph neural network that predicts bug locations by combining code AST structure with GitHub issue text.
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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Published in arXiv preprint, 2021
This paper presents automated methods for discovering network camera data from web pages.
Recommended citation: Dailey, R., Chawla, A., Liu, A., Mishra, S., Zhang, L., Majors, J., Lu, Y.-H., & Thiruvathukal, G. K. "Automated Discovery of Real-Time Network Camera Data From Heterogeneous Web Pages." arXiv preprint arXiv:2103.12286 (2021).
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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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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.
Published in IEEE DataPort, 2026
A calibrated digital-twin dataset and benchmark for intrusion detection in UAV swarm networks, published on IEEE DataPort.
Recommended citation: Sripath Mishra, et al. "UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks." IEEE DataPort, 2026.
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Undergraduate course, Purdue University, Computer Science Department, 2022
Guide undergraduate lab students in applying Object-Oriented Programming concepts in Java through hands-on exercises and evaluate their work.
Undergraduate course, Purdue University, Computer Science Department, 2022
Help, supervise, and grade assignments and documents of students participating in an Agile environment to develop a group project.