Applied result detail
Phishing and Benign Domain Dataset (DNS, IP, WHOIS/RDAP, TLS, GeoIP)
HRANICKÝ, R.; HORÁK, A.; POLIŠENSKÝ, J.; POUČ, P.; ONDRYÁŠ, O.
Original Title
Phishing and Benign Domain Dataset (DNS, IP, WHOIS/RDAP, TLS, GeoIP)
English Title
Phishing and Benign Domain Dataset (DNS, IP, WHOIS/RDAP, TLS, GeoIP)
Type
Software
Abstract
The dataset contains DNS records, IP-related features, WHOIS/RDAP information, data from TLS certificate fields, and GeoIP information for 432,572 verified benign domains from Cisco Umbrella and 36,993 verified phishing domains from PhishTank and OpenPhish services. The dataset is useful for statistical analysis of domain data or feature extraction for training machine learning-based classifiers, e.g. for phishing detection. A detailed description of the data structure is available on the Zenodo portal under the attached link.
Abstract in English
The dataset contains DNS records, IP-related features, WHOIS/RDAP information, data from TLS certificate fields, and GeoIP information for 432,572 verified benign domains from Cisco Umbrella and 36,993 verified phishing domains from PhishTank and OpenPhish services. The dataset is useful for statistical analysis of domain data or feature extraction for training machine learning-based classifiers, e.g. for phishing detection. A detailed description of the data structure is available on the Zenodo portal under the attached link.
Keywords
domain, DNS, IP, TLS, WHOIS, RDAP, GeoIP, Cisco Umbrella, OpenPhish, Phishtank, benign, phishing
Key words in English
domain, DNS, IP, TLS, WHOIS, RDAP, GeoIP, Cisco Umbrella, OpenPhish, Phishtank, benign, phishing
Location
https://zenodo.org/record/8364668
Licence fee
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Responsibility: Ing. Marek Strakoš