WebEye - Automated Collection of Malicious HTTP Traffic

Random forests

Leo Breiman · 2001

Earlier work this paper cites.

A malware instruction set for behavior-based analysis

Philipp Trinius, Carsten Willems, Thorsten Holz, and Konrad Rieck · 2009

Earlier work this paper cites.

Zozzle: Low-overhead mostly static javascript malware detection, 2010

B. Zorn C. Seifert C. Curtsinger, B. Livshits · 2010

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Http dataset csic 2010

Carmen Torrano Giménez, Alejandro Pérez Villegas, and Gonzalo Álvarez Marañón · 2010

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Revolver: An automated approach to the detection of evasive web-based malware

Alexandros Kapravelos, Yan Shoshitaishvili, Marco Cova, Christopher Kruegel, and Giovanni Vigna · 2013

Cited alongside, same era.

Cookieless Monster: Exploring the Ecosystem of Web-based Device Fingerprinting

Wouter Joosen Christopher Kruegel Frank Piessens Giovanni Vigna Nick Nikiforakis, Alexandros Kapravelos · 2013

Cited alongside, same era.

Drebin: Efficient and explainable detection of android malware in your pocket

Daniel Arp, Michael Spreitzenbarth, Malte Huebner, Hugo Gascon, and Konrad Rieck · 2014

Cited alongside, same era.

http://beefproject.com/

Beef project website

Cited in the paper.

http://bugmenot.com/

Bugmenot website

Cited in the paper.

https://docs.mongodb.com/manual/core/gridfs/

Mongodb documentation - gridfs

Cited in the paper.

http://phantomjs.org/

Phantomjs website

Cited in the paper.

https://scikit-learn.org/stable/

Scikit learn website

Cited in the paper.

Prophiler: A fast filter for the large-scale detection of malicious web pages

G. Vigna C. Kruegel. D. Canali, M. Cova

Cited in the paper.

Mobilesandbox: Looking deeper into android applications

Michael Spreitzenbarth, Florian Echtler, Thomas Schreck, Felix C. Freling, and Johannes Hoffmann

Cited in the paper.

An empirical comparison of botnet detection methods

Sebastian Garcia, Martin Grill, Honza Stiborek, and Alejandro Zunino · 2014

Later among the works it cites.

https://www.kaggle.com/c/malware-classification/data

Microsoft malware classification challenge (big 2015) · 2015

Later among the works it cites.

Kharon dataset: Android malware under a microscope

Nicolas Kiss, Jean-François Lalande, Mourad Leslous, and Valérie Viet Triem Tong · 2016

Later among the works it cites.