{"url":"/dataset/iot-network-intrusion-dataset","name":"IoT Network Intrusion Dataset","full_name":null,"description_markdown":"## 1. DATASET\r\nWe created various types of network attacks in Internet of Things (IoT) environment for academic purpose. Two typical smart home devices -- SKT NUGU (NU 100) and EZVIZ Wi-Fi Camera (C2C Mini O Plus 1080P) -- were used. All devices, including some laptops or smart phones, were connected to the same wireless network. The dataset consists of 42 raw network packet files (pcap) at different time points.\r\n\r\n* The packet files are captured by using monitor mode of wireless network adapter. The wireless headers are removed by Aircrack-ng.\r\n\r\n* All attacks except Mirai Botnet category are the packets captured while simulating attacks using tools such as Nmap. The case of Mirai Botnet category, the attack packets were generated on a laptop and then manipulated to make it appear as if it originated from the IoT device.\r\n\r\n\r\n\r\nRevision History\r\n\r\n* Three more packet files of Mirai Botnet -- Host Discovery and Telnet Bruteforce -- were added on September 20, 2019.\r\n\r\n\r\n\r\n## 2. SUMMARY OF OUR DATASET\r\n\r\n## 3. DOWNLOADS\r\nYou can download our dataset from IEEE dataport page: https://ieee-dataport.org/open-access/iot-network-intrusion-dataset\r\n\r\n\r\n\r\n## 4. CİTATİON \r\nPlease cite our dataset's page when you use this dataset as follows. \r\n\r\nHyunjae Kang, Dong Hyun Ahn, Gyung Min Lee, Jeong Do Yoo, Kyung Ho Park, and Huy Kang Kim, \"IoT Network Intrusion Dataset.\", http://ocslab.hksecurity.net/Datasets/iot-network-intrusion-dataset, 2019\r\n\r\nor \r\n\r\nHyunjae Kang, Dong Hyun Ahn, Gyung Min Lee, Jeong Do Yoo, Kyung Ho Park, and Huy Kang Kim, \"IoT network intrusion dataset\", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/q70p-q449. Accessed: Sep. 30, 2019.\r\n\r\n\r\n\r\n## 5. CONTACT\r\nHyunjae Kang (trifle19@korea.ac.kr) or Huy Kang Kim (cenda@korea.ac.kr)\r\n\r\n\r\n\r\n## 6. SEE ALSO\r\nSee also our another dataset containing IoT traffic: IoT-Environment-Dataset\r\n\r\nPlease read [IoT-Environment-Dataset > 1.3 Comparison with IoT Network Intrusion Dataset] for more details.\r\n\r\n\r\ncenda at korea.ac.kr  |  로봇융합관 304   |    +82-2-3290-4898","description_withheld":null,"homepage":"https://ocslab.hksecurity.net/Datasets/iot-network-intrusion-dataset","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Intrusion Detection","url":"/task/intrusion-detection","datasets_with_task":"/datasets/task/intrusion-detection"},{"name":"Network Intrusion Detection","url":"/task/network-intrusion-detection","datasets_with_task":"/datasets/task/network-intrusion-detection"}],"languages":[],"variants":["IoT Network Intrusion Dataset"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}