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Targeted phishing emails are on the rise and facilitate the theft of billions of dollars from organizations a year.
Long short-term memory
Hochreiter, S., Schmidhuber, J · 1997
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An Introduction to Logistic Regression Analysis and Reporting
Peng, Joanne & Lee, Kuk & Ingersoll, Gary · 2002
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The methodology and an application to fight against Unicode attacks
Fu, Anthony & Deng, Xiaotie & Wenyin, Liu & Little, Greg · 2006
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Improved Phishing Detection using Model-Based Features
Andre Bergholz, Jeong Ho Chang, Gerhard Paaß, Frank Reichartz, and Siehyun Strobel · 2008
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Scikit-learn: Machine Learning in Python
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Detecting phishing emails the natural language way
Verma, R., Shashidhar, N., Hossain, N · 2012
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Geoffrey Hinton, Oriol Vinyals, and Jeff Dean · 2015
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Song Han, Huizi Mao, and William J Dally · 2015
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"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin · 2016
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Machine Learning for E-mail Spam Filtering: Review,Techniques and Trends
Bhowmick, Alexy & Hazarika, Shyamanta · 2016
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Detecting Credential Spearphishing in Enterprise Settings
Grant Ho and Aashish Sharma and Mobin Javed and Vern Paxson and David Wagner · 2017
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Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2018
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Victor Sanh, Lysandre Debut, Julien Chaumond, Thomas Wolf · 2019
Detecting and Characterizing Lateral Phishing at Scale
Ho, Grant & Cidon, Asaf & Gavish, Lior & Schweighauser, Marco & Paxson, Vern & Savage, Stefan & Voelker, Geoffrey & Wagner, David · 2019
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High Precision Detection of Business Email Compromise
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Neil Houlsby, Andrei Giurgiu, Stanislaw Jastrzebski, Bruna Morrone, Quentin de Laroussilhe, Andrea Gesmundo, Mona Attariyan, Sylvain Gelly · 2019
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HuggingFace’s Transformers: State-of-the-art Natural Language Processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, Alexander M. Rush · 2019
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ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
Zhenzhong Lan, Mingda Chen, Sebastian Goodman, Kevin Gimpel, Piyush Sharma, Radu Soricut · 2019
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TinyBERT: Distilling BERT for Natural Language Understanding
Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu · 2019
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Catching the Phish: Detecting Phishing Attacks Using Recurrent Neural Networks (RNNs)
Halgaš, Lukáš & Agrafiotis, Ioannis & Nurse, Jason · 2020
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DeepQuarantine for Suspicious Mail
Benkovich, Nikita & Dedenok, Roman & Golubev, Dmitry · 2020
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