Phishbench
WebbWe describe version 2.0 of our benchmarking framework, PhishBench. With the addition of the ability to dynamically load features, metrics, and classifiers, our new and improved … WebbWe describe version 2.0 of our benchmarking framework, PhishBench. With the addition of the ability to dynamically load features, metrics, and classifiers, our new and improved framework allows researchers to rapidly evaluate new features and methods ...
Phishbench
Did you know?
Webba > Dale-Chall score Flesch. Fog score -- 8.792845207768375 and grade level commonly used 3000 English words scales are exponential and represent the of...
Webb27 jan. 2024 · Next, we propose a benchmarking framework called ‘PhishBench,’ which enables us to evaluate and compare the existing features for phishing detection systematically and thoroughly under identical experimental conditions, i.e., unified system specification, datasets, classifiers, and evaluation metrics. WebbPhishBench 2.0: A Versatile and Extendable Benchmarking Framework for Phishing Victor Zeng (University of Houston); Xin Zhou (University of Houston); Shahryar Baki (University of Houston); Rakesh Verma (University of Houston)
WebbWe describe version 2.0 of our benchmarking framework, PhishBench. With the addition of the ability to dynamically load features, metrics, and classifiers, our new and improved framework allows researchers to rapidly evaluate new features and methods for machine-learning based phishing detection. WebbPhishBench no longer displays dataset balancing and feature selection options if preprocessing is disabled. Fixed bug reading email test set. Added missing rnn_features import.
Webb5 juni 2012 · Next, we propose a benchmarking framework called ‘PhishBench,’ which enables us to evaluate and compare the existing features for phishing detection systematically and thoroughly under ...
WebbWe describe version 2.0 of our benchmarking framework, PhishBench. With the addition of the ability to dynamically load features, metrics, and classifiers, our new and improved … impacted ear wax in toddlerWebbPhishBench 2.0: A Versatile and Extendable Benchmarking Framework for Phishing Victor Zeng (University of Houston); Xin Zhou (University of Houston); Shahryar Baki (University … impacted ear wax hearing lossWebb16 mars 2024 · PhishBench 2.0: A Versatile and Extendable Benchmarking Framework for Phishing. With the addition of the ability to dynamically load features, metrics, and classifiers, the new and improved framework allows researchers to rapidly evaluate new features and methods for machine-learning based phishing detection. impacted ear wax home treatmentWebbWe perform an in-depth, systematic benchmarking study and evaluation of phishing features on diverse and extensive datasets. We propose a new taxonomy of features … impacted ear wax photosWebb9 nov. 2024 · We used Phishbench 2.0 [50] and we ran all these experiments on a 512GB RAM machine with an Intel(R) Xeon(R) E5-2667 v4 (3.20GHz) processor with 16 cores and 32 threads running Linux Red Hat ... impacted families projectWebbWe use PhishBench to test methods published in the phishing literature on new and diverse datasets to check their robustness and scalability. We study how dataset characteristics, e.g., varying legitimate to phishing ratios and increasing the size of imbalanced datasets, affect classification performance. impacted faeces plant extractionWebbDiverse Datasets and a Customizable Benchmarking Framework for Phishing impacted earwax side effects