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Heavy-Hitter detection in P4 switch ASIC using Inter-Packet Gap
Code for the paper "FlowLens: Enabling Efficient Flow Classification for ML-based Network Security Applications" [NDSS '21]
An Efficient Design of Intelligent Network Data Plane
Pytorch implementation of the Variational Recurrent Neural Network (VRNN).
KDD 2021: Multivariate Time Series Anomaly Detection and Interpretation using Hierarchical Inter-Metric and Temporal Embedding
📈 Keras implementation of the Deep Temporal Clustering (DTC) model
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KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.
Zeek is a powerful network analysis framework that is much different from the typical IDS you may know.
PcapPlusPlus is a multiplatform C++ library for capturing, parsing and crafting of network packets. It is designed to be efficient, powerful and easy to use. It provides C++ wrappers for the most p…
Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis
Flow Interaction Graph based attack traffic detection system.
Generates DITG's flow definition Files for each IP using a Packet Capture (.pcap) file as input
A repository for P4Pi tutorial at IEEE NetSoft 2022
Planter is a modular framework for realising in one-click in-network machine learning algorithms.
a fast, scalable, multi-language and extensible build system
Hands-on tutorial to learn the building blocks of the Next-Gen SDN architecture
OS kernel labs based on Rust/C Lang & RISC-V 64/X86-32