Sathiya Kumaran Mani
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| title | conference | date |
|---|---|---|
| Securing Public Cloud Networks with Efficient Role-based Micro-Segmentation | NSDI '25 | 2025-04-28 |
Introduces an end-to-end system, ZTS, that infers roles from large flow logs using contrastive learning with sparse labels to reach average ARRI ≈ 0.77 on real… | ||
| NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
NetVigil uses flow-level logs aggregated into IP-granularity communication graphs (300 vertices vs ~139k flow-vertex graphs) and a GNN autoencoder trained with… | ||
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