Datasets:
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README.md
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The **FedJam dataset** is a **multimodal dataset** designed for jamming detection and classification in wireless networks, pairing **time–frequency spectrogram images** with **cross-layer network KPI time series**. The dataset is designed to support **multimodal learning**, **federated learning**, and **robust classification under heterogeneous data distributions**.
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Each sample contains **aligned vision and time-series modalities**, enabling joint modeling of physical-layer signal characteristics and network-layer performance indicators.
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The research code for the paper **_“FedJam: Multi-Modal Federated Learning Framework for Jamming Detection”_**,
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which uses this dataset, can be accessed here:
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*(accepted at IEEE INFOCOM 2026)*
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- **Modality 2 (Time Series)**: Network KPIs (WiFi)
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- Format: CSV / structured sequences
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- **Fixed-length multivariate time series**
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- **256 measurements per KPI feature, per sample**
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- Features:
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- `Time`
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- monolingual
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## FedJam Dataset
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The **FedJam dataset** is a **multimodal dataset** designed for jamming detection and classification in wireless networks, pairing **time–frequency spectrogram images** with **cross-layer network KPI time series**. The dataset is designed to support **multimodal learning**, **federated learning**, and **robust classification under heterogeneous data distributions**.
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Each sample contains **aligned vision and time-series modalities**, enabling joint modeling of physical-layer signal characteristics and network-layer performance indicators.
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## Code
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The research code for the paper **_“FedJam: Multi-Modal Federated Learning Framework for Jamming Detection”_**,
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which uses this dataset, can be accessed here:
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** GitHub repository:** https://github.com/panitsasi/fedJam *(accepted at IEEE INFOCOM 2026)*
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---
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- **Modality 2 (Time Series)**: Network KPIs (WiFi)
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- Format: CSV / structured sequences
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- **Fixed-length normalized multivariate time series**
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- **256 measurements per KPI feature, per sample**
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- Features:
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- `Time`
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