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Computational neuroscience / Computational statistics / Artificial neural network / Feedforward neural network / Malware / Supervised learning / Backpropagation / Logistic regression / Linear classifier / Statistics / Neural networks / Machine learning


LARGE-SCALE MALWARE CLASSIFICATION USING RANDOM PROJECTIONS AND NEURAL NETWORKS George E. Dahl Jack W. Stokes, Li Deng, Dong Yu
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Document Date: 2013-03-19 23:11:01

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City

London / /

Company

Bayer / Adobe / Cambridge University Press / Neural Networks / MIT Press / GPU / NVIDIA / Microsoft / /

Facility

European Institute / Dong Yu University of Toronto Department / /

IndustryTerm

conventional systems / narrow and shallow networks / anti-malware products / supervised classification algorithms / signal processing / deeper and wider networks / malicious software / legitimate software / parameterized solution / classification systems / complicated algorithms / simpler algorithms / mining / backpropagation algorithm / learning algorithm / /

Organization

University of Toronto Department of Computer Science Toronto / Cambridge University / MIT / Purdue Univ. / Kenneth W. Church / European Institute for Computer Antivirus Research / J. Hastie / and Kenneth W. Church / /

Person

Alex Acero / Ulrich Bayer / Ping Li / J.Zico Kolter / Geoffrey E. Hinton / Gerald J. Tesauro / Anil Thomas / Li Deng / Trevor J. Hastie / Gang Li / Engin Kirda / Muddassar Farooq / Jeffrey O. Kephart / William C. Arnold / Y. W. Teh / Dong Yu / Frank Seide / David E. Rumelhart / Marcus A. Maloof / Syed Mehdi / Steve R. White / Ronald J. Williams / Mady Marinescu / Matthew G. Schultz / Erez Zadok / Gregory B. Sorkin / George E. Dahl / Jack W. Stokes / Christopher D. Manning / Eleazar Eskin / George E. Dahl Jack / Salvatore J. Stolfo / David M. Chess / Ajay Kumar Tanwani / Christopher Kruegel / Simon Osindero / /

Position

analyst / /

Product

Gaussian-Bernoulli RBMs / using Gaussian-Bernoulli RBMs / /

ProvinceOrState

Washington / Ontario / /

PublishedMedium

Journal of Machine Learning Research / /

Technology

virtual machine / randomized PCA algorithm / speech recognition / API / Malware Classification Algorithms / machine learning / neural network / supervised classification algorithms / training algorithm / Data mining / second algorithm / backpropagation algorithm / Acrobat / /

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