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.

Large-Scale Network Traffic Generation & Trace Enrichment

Methods to enrich network traffic traces for higher classification accuracy, and a large-scale traffic generator that stress-tests and exposes the limits of current network traffic classifiers.

My role: lead author — methods, implementation, and evaluation.

Stack: Python, network traffic analysis, topological data analysis.

Links

  • Paper: IEEE IPCCC 2025 — TODO — add IEEE Xplore link
  • Code: TODO — add GitHub repo link