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URL Dataset 120 days of URL data from a large conference. Many features of each URL are given. 2,396,130 Text Classification 2009 [447] [448] J. Ma Phishing Websites Dataset Dataset of phishing websites. Many features of each site are given. 2456 Text Classification 2015 [449] R. Mustafa et al. Online Retail Dataset
A training data set is a data set of examples used during the learning process and is used to fit the parameters (e.g., weights) of, for example, a classifier. [9] [10]For classification tasks, a supervised learning algorithm looks at the training data set to determine, or learn, the optimal combinations of variables that will generate a good predictive model. [11]
Researchers in other countries have made use of techniques such as shuffling sentences or referencing the Common Crawl dataset to work around copyright law in other legal jurisdictions. [7] English is the primary language for 46% of documents in the March 2023 version of the Common Crawl dataset.
An example of an IDN homograph attack; the Latin letters "e" and "a" are replaced with the Cyrillic letters "е" and "а".The internationalized domain name (IDN) homograph attack (sometimes written as homoglyph attack) is a method used by malicious parties to deceive computer users about what remote system they are communicating with, by exploiting the fact that many different characters look ...
For example, www.paypalsecure.com, includes the name, but is a spoofed URL designed to deceive. Remember to always log into PayPal through a new window browser and never log in through email. In the case that you do receive a suspected spoofed URL, forward the entire email to spoof@PayPal.com to help prevent the URL from tricking other PayPal ...
Kaggle is a data science competition platform and online community for data scientists and machine learning practitioners under Google LLC.Kaggle enables users to find and publish datasets, explore and build models in a web-based data science environment, work with other data scientists and machine learning engineers, and enter competitions to solve data science challenges.
The result in theory is an adversarial example that is highly confident in the incorrect class but is also very similar to the original image. To find such example, Square Attack utilizes the iterative random search technique to randomly perturb the image in hopes of improving the objective function. In each step, the algorithm perturbs only a ...
Simulated phishing or a phishing test is where deceptive emails, similar to malicious emails, are sent by an organization to their own staff to gauge their response to phishing and similar email attacks. The emails themselves are often a form of training, but such testing is normally done in conjunction with prior training; and often followed ...