Fetching the paper…
Reading the bibliography…
Malicious email attachments are a growing delivery vector for malware.
Catastrophic forgetting in connectionist networks
Robert M French · 1999
Earlier work this paper cites.
Vxa: A virtual architecture for durable compressed archives
Bryan Ford · 2005
Earlier work this paper cites.
Introducing the Office (2007) Open XML File Formats
2007
Earlier work this paper cites.
Opendocument and open xml security (openoffice. org and ms office 2007)
Philippe Lagadec · 2008
Earlier work this paper cites.
Stochastic gradient boosted distributed decision trees
Jerry Ye, Jyh-Herng Chow, Jiang Chen, and Zhaohui Zheng · 2009
Earlier work this paper cites.
Investigation of malware defence and detection techniques
Farid Daryabar, Ali Dehghantanha, and Hoorang Ghasem Broujerdi · 2011
Earlier work this paper cites.
Combining static and dynamic analysis for the detection of malicious documents
Zacharias Tzermias, Giorgos Sykiotakis, Michalis Polychronakis, and Evangelos P Markatos · 2011
Earlier work this paper cites.
Static detection of malicious javascript-bearing pdf documents
Pavel Laskov and Nedim Šrndić · 2011
Earlier work this paper cites.
Virustotal-free online virus, malware and url scanner
Virus Total · 2012
Earlier work this paper cites.
Dirt cheap web-scale parallel text from the common crawl
Jason R Smith, Herve Saint-Amand, Magdalena Plamada, Philipp Koehn, Chris Callison-Burch, and Adam Lopez · 2013
Earlier work this paper cites.
Phishing with a malicious .zip attachment, April 2014
2014
Earlier work this paper cites.
Adam: A method for stochastic optimization
Diederik Kingma and Jimmy Ba · 2014
Cited alongside, same era.
Cutting the gordian knot: A look under the hood of ransomware attacks
Amin Kharraz, William Robertson, Davide Balzarotti, Leyla Bilge, and Engin Kirda · 2015
Cited alongside, same era.
Deep neural network based malware detection using two dimensional binary program features
Joshua Saxe and Konstantin Berlin · 2015
Cited alongside, same era.
Compressing neural networks with the hashing trick
Wenlin Chen, James Wilson, Stephen Tyree, Kilian Weinberger, and Yixin Chen · 2015
Cited alongside, same era.
Keras, 2015
François Chollet et al · 2015
Cited alongside, same era.
Semi-supervised learning with ladder networks
Antti Rasmus, Mathias Berglund, Mikko Honkala, Harri Valpola, and Tapani Raiko · 2015
The limitations of deep learning in adversarial settings
Nicolas Papernot, Patrick McDaniel, Somesh Jha, Matt Fredrikson, Z Berkay Celik, and Ananthram Swami · 2016
Later among the works it cites.
Information risk and security: preventing and investigating workplace computer crime
Edward Wilding · 2017
Later among the works it cites.
Aldocx: detection of unknown malicious microsoft office documents using designated active learning methods based on new structural feature extraction methodology
Nir Nissim, Aviad Cohen, and Yuval Elovici · 2017
Later among the works it cites.
Open set intrusion recognition for fine-grained attack categorization
Steve Cruz, Cora Coleman, Ethan M Rudd, and Terrance E Boult · 2017
Later among the works it cites.
Joshua Saxe and Konstantin Berlin · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Deep learning
Ian Goodfellow, Yoshua Bengio, and Aaron Courville · 2016
Cited alongside, same era.
Xgboost: A scalable tree boosting system
Tianqi Chen and Carlos Guestrin · 2016
Cited alongside, same era.
Moon: A mixed objective optimization network for the recognition of facial attributes
Ethan M Rudd, Manuel Günther, and Terrance E Boult · 2016
Cited alongside, same era.
Adversarial diversity and hard positive generation
Andras Rozsa, Ethan M Rudd, and Terrance E Boult · 2016
Cited alongside, same era.
Are facial attributes adversarially robust?
Andras Rozsa, Manuel Günther, Ethan M Rudd, and Terrance E Boult · 2016
Cited alongside, same era.
[MS-OLEDS]: OLE1.0 and OLE2.0 Formats
Cited in the paper.
A survey of stealth malware: Attacks, mitigation measures, and steps toward autonomous open world solutions
Ethan Rudd, Andras Rozsa, Manuel Gunther, and Terrance Boult · 2017
Later among the works it cites.
NotPetya developers may have obtained NSA exploits weeks before their public leak [Updated], June 2017
Dan Goodin · 2017
Later among the works it cites.
Facial attributes: Accuracy and adversarial robustness
Andras Rozsa, Manuel Günther, Ethan M Rudd, and Terrance E Boult · 2017
Later among the works it cites.
Adversarial examples are not easily detected: Bypassing ten detection methods
Nicholas Carlini and David Wagner · 2017
Later among the works it cites.
Ember: An open dataset for training static pe malware machine learning models
Hyrum S Anderson and Phil Roth · 2018
Closest in time.