Phishbench
Webb23 jan. 2024 · Phishing is an online threat where an attacker impersonates an authentic and trustworthy organization to obtain sensitive information from a victim. One example of such is trolling, which has long been considered a problem. However, recent advances in phishing detection, such as machine learning-based methods, have assisted in … WebbPhishBench 2.0: A Versatile and Extendable Benchmarking Framework for Phishing. Victor Zeng. University of Houston, Houston, TX, USA, Xin Zhou. University of Houston ...
Phishbench
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WebbPhishBench allows researchers to evaluate and compare features and classification approaches easily and efficiently on the provided data. Show less Other authors 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. WebbWe perform an in-depth, systematic benchmarking study and evaluation of phishing features on diverse and extensive datasets. We propose a new taxonomy of features based on the interpretation and purpose of each feature. Next, we propose a benchmarking framework called ‘PhishBench,’ which enables us to evaluate and compare the existing …
Webb2 okt. 2024 · Bibliographic details on PhishBench 2.0: A Versatile and Extendable Benchmarking Framework for Phishing. We are hiring! We are looking for three additional … WebbPhishBench no longer displays dataset balancing and feature selection options if preprocessing is disabled. Fixed bug reading email test set. Added missing rnn_features …
WebbPhishBench 2.0.2. PhishBench is a extendable framework for benchmarking phishing detection systems. Using PhishBench, researchers can easily evaluate new features and classification approaches, comparing their effectiveness against existing methods from the literature. It offers evaluation metrics and methods suitable for imbalanced datasets ...
WebbPhishBench is a extendable framework for benchmarking phishing detection systems. Using PhishBench, researchers can easily evaluate new features and classification … fish oil for fertilityWebb6 apr. 2024 · This publication has not been reviewed yet. rating distribution. average user rating 0.0 out of 5.0 based on 0 reviews can dentists enroll in medicareWebb16 mars 2024 · PhishBench 1.0 [5, 14] is a framework for testing features and classifiers on identical pipelines. It supports both email and URL datasets and contains 12 toggleable evaluation metrics, ... fish oil for dry scalpWebbPhishBench 2.0: A Versatile and Extendable Benchmarking Framework for Phishing. Proceedings of the ACM Conference on Computer and Communications Security 2024 Conference paper DOI: 10.1145/3372297.3420017 EID: 2-s2.0-85096159463. Part of ISSN: 15437221 Contributors ... fish oil for hdl improvementWebbWe 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. fish oil for french bulldogsWebb5 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 ... fish oil for gut healthWebbMy paper with coauthors Xin Zhou, Shahryar Baki, and Rakesh Verma, Demo: PhishBench 2.0: A Versatile and Extendable Benchmarking Framework for… Posted by Victor Zeng Good News! can dentists glue a chipped tooth back on