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README.md

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+---
+license: other
+task_categories:
+  - tabular-classification
+tags:
+  - intrusion-detection
+  - network-security
+  - cybersecurity
+  - IDS
+  - CSE-CIC-IDS-2018
+  - anomaly-detection
+  - CICFlowMeter
+pretty_name: CSE-CIC-IDS 2018 Network Intrusion Detection Dataset
+size_categories:
+  - 10M<n<100M
+---
+
+# CSE-CIC-IDS 2018 Network Intrusion Detection Dataset
+
+## Description
+
+The CSE-CIC-IDS2018 dataset was developed by the Communications Security
+Establishment (CSE) and the Canadian Institute for Cybersecurity (CIC).
+It includes seven different attack scenarios: Brute-force, Heartbleed,
+Botnet, DoS, DDoS, Web attacks, and infiltration of the network from inside.
+
+Network traffic was captured using CICFlowMeter and processed into
+bidirectional flow features.
+
+## Dataset Details
+
+- **Source**: CSE & Canadian Institute for Cybersecurity (CIC), University of New Brunswick
+- **Year**: 2018
+- **Features**: 80+ CICFlowMeter features
+- **Attack Types**: 7 categories (Brute-force, Heartbleed, Botnet, DoS, DDoS, Web attacks, Infiltration)
+- **Duration**: 10 days of network traffic capture (Feb 14 - Mar 2, 2018)
+- **Infrastructure**: 50 machines for attack, 420 machines + 30 servers for victim network
+
+## Files
+
+Processed CSV files from CICFlowMeter for each capture day:
+- Wednesday-14-02-2018_TrafficForML_CICFlowMeter.csv
+- Thursday-15-02-2018_TrafficForML_CICFlowMeter.csv
+- Friday-16-02-2018_TrafficForML_CICFlowMeter.csv
+- Tuesday-20-02-2018_TrafficForML_CICFlowMeter.csv (largest file)
+- Wednesday-21-02-2018_TrafficForML_CICFlowMeter.csv
+- Thursday-22-02-2018_TrafficForML_CICFlowMeter.csv
+- Friday-23-02-2018_TrafficForML_CICFlowMeter.csv
+- Wednesday-28-02-2018_TrafficForML_CICFlowMeter.csv
+- Thursday-01-03-2018_TrafficForML_CICFlowMeter.csv
+- Friday-02-03-2018_TrafficForML_CICFlowMeter.csv
+
+## Citation
+
+```bibtex
+@misc{cse-cic-ids2018,
+  title={A Realistic Cyber Defense Dataset (CSE-CIC-IDS2018)},
+  author={Iman Sharafaldin and Arash Habibi Lashkari and Ali A. Ghorbani},
+  year={2018},
+  publisher={Canadian Institute for Cybersecurity},
+  url={https://registry.opendata.aws/cse-cic-ids2018/}
+}
+```
+
+## License
+
+This dataset is provided for research and educational purposes.
+Please cite the original authors when using this dataset.
+
+## Original Source
+
+- https://www.unb.ca/cic/datasets/ids-2018.html
+- AWS S3: s3://cse-cic-ids2018/