Deciphering Malware’s use of TLS (without Decryption)
Authors: Blake Anderson, Subharthi Paul, David McGrew | Published: 2016-07-06
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Bayesian Nonparametrics for Sparse Dynamic Networks
Authors: Cian Naik, Francois Caron, Judith Rousseau, Yee Whye Teh, Konstantina Palla | Published: 2016-07-06 | Updated: 2022-04-14
Deep Learning with Differential Privacy
Authors: Martín Abadi, Andy Chu, Ian Goodfellow, H. Brendan McMahan, Ilya Mironov, Kunal Talwar, Li Zhang | Published: 2016-07-01 | Updated: 2016-10-24
Adaptive and Scalable Android Malware Detection through Online Learning
Authors: Annamalai Narayanan, Liu Yang, Lihui Chen, Liu Jinliang | Published: 2016-06-23 | Updated: 2016-09-26
Efficient Attack Graph Analysis through Approximate Inference
Authors: Luis Muñoz-González, Daniele Sgandurra, Andrea Paudice, Emil C. Lupu | Published: 2016-06-22
An effective approach for classification of advanced malware with high accuracy
Authors: Ashu Sharma, Sanjay K. Sahay | Published: 2016-06-22
Adversarial Perturbations Against Deep Neural Networks for Malware Classification
Authors: Kathrin Grosse, Nicolas Papernot, Praveen Manoharan, Michael Backes, Patrick McDaniel | Published: 2016-06-14 | Updated: 2016-06-16
The Crossover Process: Learnability and Data Protection from Inference Attacks
Authors: Richard Nock, Giorgio Patrini, Finnian Lattimore, Tiberio Caetano | Published: 2016-06-13 | Updated: 2017-03-07
Curie: A method for protecting SVM Classifier from Poisoning Attack
Authors: Ricky Laishram, Vir Virander Phoha | Published: 2016-06-05 | Updated: 2016-06-07
Machine Learning for E-mail Spam Filtering: Review,Techniques and Trends
Authors: Alexy Bhowmick, Shyamanta M. Hazarika | Published: 2016-06-03