I am conducting a research on on-line social networks and I would like to test some methods that are supposed to detect phishing and malware links in OSN messages (tweets, facebook posts etc). Would you know some datasets that I could donwload (preferably XML, json, csv or any structured format) and that I could use to test my algorithms.
Have a look at this: https://www.phishtank.com/developer_info.php
Bye
Dear Omar,
It is best for you, if you create your own dataset by collecting the Phishing and Malware tools. Create a testbed and launch attack. On the other side capture the packets and convert into csv format. Make your own dataset and compare with above mentioned dataset. This will improve more accurate result and you also contribute a new dataset to the research community.
Santosh, I am working on a different field, I only need the dataset for an exploratory study. But thank you for the suggestion.
where can we get a good & free datasets for phishing attack experiments and analysis using machine learning algorithms?
I have developed a small scale phishing / legitimate dataset for computer vision based studies. Moreover, I have published a paper that has been built on this dataset. The link is: https://web.cs.hacettepe.edu.tr/~selman/phish-iris-dataset/
if you like to download samples for phishing and legitimate websites, you can use this link: https://data.mendeley.com/datasets/h3cgnj8hft/1
This dataset contains 48 features extracted from 5000 phishing webpages and 5000 legitimate webpages, which were downloaded from January to May 2015 and from May to June 2017.
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