dmbb / FlowLensLinks
Code for the paper "FlowLens: Enabling Efficient Flow Classification for ML-based Network Security Applications" [NDSS '21]
☆36Updated 4 years ago
Alternatives and similar repositories for FlowLens
Users that are interested in FlowLens are comparing it to the libraries listed below
Sorting:
- An Efficient Design of Intelligent Network Data Plane☆54Updated 2 years ago
- ☆33Updated 11 months ago
- Artifacts accompanying the NSDI '24 paper: Leo: Online ML-based Traffic Classification at Multi-Terabit Line Rate.☆20Updated last year
- In-network detection of network attacks using Random Forests and P4☆26Updated last year
- Flowrest: in-switch flow-level classification with random forests☆31Updated last year
- ☆10Updated 2 years ago
- Planter is a modular framework for realising in one-click in-network machine learning algorithms.☆25Updated last year
- Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation (INFOCOM22 & ToN23)☆41Updated 2 years ago
- ☆26Updated 2 years ago
- High-Fidelity Synthetic Network Traffic Generation☆67Updated 2 months ago
- Aggregate-Based Congestion Control for Pulse-Wave DDoS Defense☆53Updated 3 years ago
- Heavy-Hitter detection in P4 switch ASIC using Inter-Packet Gap☆26Updated last year
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆131Updated 2 years ago
- Do Switches Dream of Machine Learning?, HotNets 2019☆67Updated 6 years ago
- Ripple: A Programmable, Decentralized Link-Flooding Defense Against Adaptive Adversaries☆25Updated 3 years ago
- ☆28Updated 3 years ago
- ☆28Updated 3 years ago
- ☆118Updated 3 years ago
- The sourse code of SketchINT.☆19Updated 2 years ago
- ☆45Updated 4 years ago
- NetHCF: Enabling Line-rate and Adaptive Spoofed IP Traffic Filtering☆13Updated 3 years ago
- ☆42Updated 2 years ago
- In-Network Volumetric DDoS Victim Identification Using Programmable Commodity Switches☆16Updated last year
- Encrypted Traffic Classification at Line Rate in Programmable Switches with Machine Learning☆16Updated 5 months ago
- Normalized network traffic entropy-based DDoS detection in P4☆12Updated last year
- ☆13Updated 3 years ago
- Implementation of "How to Achieve High Classification Accuracy with Just a Few Labels: A Semi-supervised Approach Using Sampled Packets"☆35Updated 6 years ago
- (SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare☆89Updated 2 years ago
- Mitigating Network Covert Channels while Preserving Performance☆19Updated 5 years ago
- ☆36Updated 5 years ago