Mohammad Malekzadeh
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| title | conference | date |
|---|---|---|
| Re-architecting Traffic Analysis with Neural Network Interface Cards | 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22) | 2022-04-04 |
The paper argues for replacing traditional supervised ML models for online network traffic analysis with binary neural networks, and introduces N3IC, a system… | ||
| DANA: Dimension-Adaptive Neural Architecture for Multivariate Sensor Data | UbiComp 2021 | 2021-09-21 |
Proposes a concrete method—Dimension-Adaptive Pooling (DAP)—that sits between the last convolutional map and the first dense/recurrent layer to accept variable… | ||
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