LANDER:IoT Detections-20130528 From Predict Jump to navigation Jump to search The printable version is no longer supported and may have rendering errors. Please update your browser bookmarks and please use the default browser print function instead. README version: 12171, last modified: 2021-11-29. This file describes the trace dataset "IoT_Detections-20130528" provided by the LANDER project. The most recent version of this file can be found on-line at https://wiki.isi.edu/predict/index.php?title=LANDER:IoT_Detections-20130528. [ ] Contents • 1 LANDER Metadata • 2 Dataset Contents • 3 Citation • 4 Results Using This Dataset • 5 User Annotations LANDER Metadata (https://wiki.isi.edu/predict/index.php?title=LANDER:IoT_Detections-20130528/landermeta) ┌───────────────────────────┬────────────────────────────────────────────────────────────────────────────────────┐ │ dataSetName │ IoT_Detections-20130528 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ status │ usc-web-and-predict │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ shortDesc │ IoT detection results based on certificates and DNS │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ longDesc │ This dataset contains two sets of Internet-wide IoT detection results: DNS-based │ │ │ and certificate-based results. DNS-based results show deployment of 23 types of │ │ │ IoT devices at AS level (ASN and DNS-recursive IP where IoT devices get detected) │ │ │ from 2013 to 2018. Certificate-based result shows detection of 254k IP cameras and │ │ │ network video recorders from 199 countries around the world on 2017-07-26. │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ datasetClass │ Restricted │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ commercialAllowed │ true │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ requestReviewRequired │ true │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ productReviewRequired │ false │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ ongoingMeasurement │ false │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ submissionMethod │ Upload │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ collectionStartDate │ 2013-05-28 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ collectionStartTime │ 00:00:00 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ collectionEndDate │ 2018-04-10 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ collectionEndTime │ 00:00:00 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ availabilityStartDate │ 2021-08-12 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ availabilityStartTime │ 00:00:00 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ availabilityEndDate │ 2030-01-01 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ availabilityEndTime │ 00:00:00 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ anonymization │ none │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ archivingAllowed │ false │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ keywords │ category:internet-topology-data, │ │ │ subcategory:phase1-internet-census-and-survey-data, IoT, detection, DNS │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ format │ text │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ access │ https │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ hostName │ USC-LANDER │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ providerName │ USC │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ groupingId │ internet address surveys │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ groupingSummaryFlag │ false │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ retrievalInstructions │ download │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ byteSize │ 17825792 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ expirationDays │ 14 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ uncompressedSize │ 17121847 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ impactDoi │ │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ useAgreement │ dua-ni-160816 │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ irbRequired │ false │ ├───────────────────────────┼────────────────────────────────────────────────────────────────────────────────────┤ │ privateAccessInstructions │ See http://www.isi.edu/ant/traces/index.html#getting_datasets for information on │ │ │ obtaining this dataset. │ │ │ See https://wiki.isi.edu/predict/index.php?title=LANDER:IoT_Detections-20130528 │ │ │ for details on this dataset. │ └───────────────────────────┴────────────────────────────────────────────────────────────────────────────────────┘ Dataset Contents This dataset contains two sets of Internet-wide IoT detection results: DNS-based and certificate-based results. DNS-based results show deployment of 23 types of IoT devices at AS level (ASN and DNS-recursive IP where IoT devices get detected) from 2013 to 2018. Certificate-based result shows detection of 254k IP cameras and network video recorders from 199 countries around the world on 2017-07-26. A full description of the methods (DNS-based: section II.A; Certificate-based: section II.B) and network measurements (DNS-based: section III.B.1; Certificate-based: section III.C) used to generate these two IoT detection results can be found in: > Hang Guo and John Heidemann 2020. Detecting IoT Devices in the Internet. ACM/IEEE Transactions on Networking > https://www.isi.edu/~johnh/PAPERS/Guo20c.pdf IoT_Detections-20130528.README.txt                 copy of this README data/ DNS-based-detection/ IoT devices detected by mapping global DNS queries (observed at DNS roots) to known set of IoT-device-specific servers to IoT devices 20130528-IoT-Dev-at-ASN.fsdb ASNs where IoT devices get detected on 2013-05-28 20130528-IoT-Dev-at-RecursiveIP.fsdb IPs of DNS recursives where IoT devices get detected on 2013-05-28 20140415-IoT-Dev-at-ASN.fsdb ASNs where IoT devices get detected on 2014-04-15 20140415-IoT-Dev-at-RecursiveIP.fsdb IPs of DNS recursives where IoT devices get detected on 2014-04-15 20150413-IoT-Dev-at-ASN.fsdb ASNs where IoT devices get detected on 2015-04-13 20150413-IoT-Dev-at-RecursiveIP.fsdb IPs of DNS recursives where IoT devices get detected on 2015-04-13 20160405-IoT-Dev-at-ASN.fsdb ASNs where IoT devices get detected on 2016-04-05 20160405-IoT-Dev-at-RecursiveIP.fsdb IPs of DNS recursives where IoT devices get detected on 2016-04-05 20170411-IoT-Dev-at-ASN.fsdb ASNs where IoT devices get detected on 2017-04-11 20170411-IoT-Dev-at-RecursiveIP.fsdb IPs of DNS recursives where IoT devices get detected on 2017-04-11 20180410-IoT-Dev-at-ASN.fsdb ASNs where IoT devices get detected on 2018-04-10 20180410-IoT-Dev-at-RecursiveIP.fsdb IPs of DNS recursives where IoT devices get detected on 2018-04-10 Certificate-based-detection/ IoT devices detected by mapping texts in globally-crawled TLS certificates to IoT devices geo-location and IP of IP camera and network video recorder 20170726-Cam-NVR-gelocation.fsdb detected on 2017-07-26 (we don't distinguish between these two devices) Citation If you use this trace to conduct additional research, please cite it as: Internet-wide IoT Detection Results, PREDICT ID: USC-LANDER/IoT_Detections-20130528. Provided by the USC/LANDER project http://www.isi.edu/ant/lander. Results Using This Dataset No results yet. User Annotations Suggestion: Edit the annotations at https://wiki.isi.edu/predict/index.php?title=LANDERNOTES:IoT_Detections-20130528&action=edit Currently no annotations. 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