Network Intelligence Research Center (NIRC)

Jul 24, 2023 · Artificial Intelligence

NetShare: An End-to-End System for GAN-Based IP Header Trace Packet Generation

This article presents NetShare, an end-to-end framework that uses time‑series GANs combined with domain‑specific encoding to synthesize privacy‑preserving IP header and flow traces, achieving up to 46% higher accuracy than prior generative baselines while improving the fidelity‑privacy trade‑off.