ksingh25 / SwitchTree
In-network detection of network attacks using Random Forests and P4
☆23Updated last year
Alternatives and similar repositories for SwitchTree:
Users that are interested in SwitchTree are comparing it to the libraries listed below
- Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation (INFOCOM22 & ToN23)☆35Updated last year
- An Efficient Design of Intelligent Network Data Plane☆49Updated 2 years ago
- Planter is a modular framework for realising in one-click in-network machine learning algorithms.☆24Updated 10 months ago
- Flowrest: in-switch flow-level classification with random forests☆25Updated last year
- Do Switches Dream of Machine Learning?, HotNets 2019☆62Updated 5 years ago
- Artifacts accompanying the NSDI '24 paper: Leo: Online ML-based Traffic Classification at Multi-Terabit Line Rate.☆15Updated last year
- In-Network Volumetric DDoS Victim Identification Using Programmable Commodity Switches☆15Updated last year
- ☆28Updated 3 months ago
- ☆28Updated 4 years ago
- ☆25Updated 3 years ago
- ☆46Updated 3 years ago
- Heavy-Hitter detection in P4 switch ASIC using Inter-Packet Gap☆24Updated 9 months ago
- Ripple: A Programmable, Decentralized Link-Flooding Defense Against Adaptive Adversaries☆25Updated 2 years ago
- P4 source code of FCM-Sketch☆18Updated 4 years ago
- The sourse code of SketchINT.☆19Updated 2 years ago
- ☆34Updated 4 years ago
- Normalized network traffic entropy-based DDoS detection in P4☆11Updated 11 months ago
- Aggregate-Based Congestion Control for Pulse-Wave DDoS Defense☆50Updated 2 years ago
- ☆6Updated 2 years ago
- Data plane and control plane implementations of our three variants of PIE for Tofino in P4_16.☆15Updated 3 years ago
- ☆41Updated last year
- ☆14Updated 3 years ago
- Planter is a modular framework for realising in one-click in-network machine learning algorithms.☆34Updated last month
- Code for the paper "FlowLens: Enabling Efficient Flow Classification for ML-based Network Security Applications" [NDSS '21]☆34Updated 4 years ago
- "Offloading Real-time DDoS Attack Detection to Programmable Data Planes" P4 description☆35Updated 4 years ago
- ☆30Updated 4 years ago
- This is the repository for Direct Telemetry Access, a high-speed network telemetry collection system.☆26Updated last month
- NetHCF: Enabling Line-rate and Adaptive Spoofed IP Traffic Filtering☆13Updated 3 years ago
- ☆27Updated 3 years ago
- A reference implementation of FlyMon system.☆20Updated 2 years ago