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--- |
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tags: |
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- janus |
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- 5g |
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- nextg |
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--- |
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Janus Dataset |
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====================== |
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This repository hosts the dataset used by the [Janus](https://github.com/UmakantKulkarni/Janus) project for training and evaluation on 5G core logs, specifications, and source code. |
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Repository layout |
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----------------- |
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**raw_data/** |
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- `spec_3gpp/`: `filtered_3gpp_specs_part1.json` … `filtered_3gpp_specs_part5.json` (split <5 MB each) containing 3GPP spec metadata. |
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- `3gpp_openapi_yaml_rel17/`: Release 17 OpenAPI YAML dumps, one directory per spec. |
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- `logs/`: Open5GS core deployment logs grouped by call-flows. |
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- `anomalous_logs/`: Synthetic NF-specific anomalous traces for `amf`, `ausf`, `bsf`, `nrf`, `nssf`, `pcf`, `scp`, `smf`, `udm`, `upf`. |
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- `open5gs_source_code/`: Source tree used for mining. |
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**preprocessed_data/** |
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- `defect_data/`: Defect logs per network function (`amf`, `ausf`, `nrf`, `pcf`, `scp`, `smf`, `udm`, `udr`, `upf`) named `issue-<id>-sample-<n>-<nf>.log`. |
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**eval_data/** |
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- `core_crisis/`: Evaluation/fuzzing log samples grouped by call-flow type. |
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- `defect_data/`: Evaluation set of issue-tagged logs across NF subfolders. |
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- `gnbsim_experiments/`: RAN-triggered call-flow logs. |
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- `packetrusher_experiments/`: Clean log samples. |
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Using with Janus |
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---------------- |
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1. Clone the Janus code repository alongside this dataset. |
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2. Point Janus configs or scripts to the dataset root (e.g., `data_root=/path/to/janusdata`); the relative paths above remain stable. |
