section
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payload_json
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2025-10-23 02:16:29
2025-10-23 02:16:29
sampling
iot23-train-dev-test
IoT-23 primary dataset sampling metadata (train/dev/test splits)
{"mode":"full","seed":42,"total":1800,"by_split":{"train":1253,"dev":269,"test":278}}
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2025-10-23T02:16:29.295365Z
sampling
e1-ood-datasets
Out-of-distribution datasets sampling metadata (CIC-IDS-2017, UNSW-NB15)
{"mode":"full","seed":42,"n_requested":600,"deduplication":"content-based (5-tuple + bytes + duration + state + service)","datasets":{"cic-ids-2017":{"hf_id":"bvk/CICIDS-2017","total":600,"labels":{"Malicious":300,"Benign":300},"attack_families":{"NA":600},"unique_hashes":600},"unsw-nb15":{"hf_id":"Mireu-Lab/UNSW-NB15","total":600,"labels":{"Malicious":330,"Benign":270},"attack_families":{"Normal":270,"Exploits":178,"Fuzzers":81,"DoS":41,"Reconnaissance":9,"Backdoor":5,"Generic":8,"Analysis":4,"Shellcode":3,"Worms":1},"unique_hashes":600}}}
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ood
cic-ids-2017-ood
CIC-IDS-2017 out-of-distribution test set (600 samples)
{"hf_id":"bvk/CICIDS-2017","total":600,"labels":{"Malicious":300,"Benign":300},"attack_families":{"NA":600},"unique_hashes":600}
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ood
unsw-nb15-ood
UNSW-NB15 out-of-distribution test set (600 samples)
{"hf_id":"Mireu-Lab/UNSW-NB15","total":600,"labels":{"Malicious":330,"Benign":270},"attack_families":{"Normal":270,"Exploits":178,"Fuzzers":81,"DoS":41,"Reconnaissance":9,"Backdoor":5,"Generic":8,"Analysis":4,"Shellcode":3,"Worms":1},"unique_hashes":600}
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provenance
dataset-sources
Original dataset sources and references
{"iot23":{"source":"Avast AIC IoT-23 dataset","url":"https://www.stratosphereips.org/datasets-iot23","hf_id":"stratosphereips/iot-23"},"cic-ids-2017":{"source":"Canadian Institute for Cybersecurity IDS 2017","url":"https://www.unb.ca/cic/datasets/ids-2017.html","hf_id":"bvk/CICIDS-2017"},"unsw-nb15":{"source":"UNSW-NB15 Network Intrusion Dataset","url":"https://research.unsw.edu.au/projects/unsw-nb15-dataset","hf_id":"Mireu-Lab/UNSW-NB15"}}
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notes
privacy-rationale
Explanation of private dataset hosting to prevent training contamination
{"reason":"Training contamination prevention","details":"Datasets are private to preserve benchmark validity and enable fair model comparisons over time.","access":"Request access via GitHub Issues: https://github.com/intertwine/security-verifiers/issues"}
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