Less is More: Robust and Novel Features for Malicious Domain Detection

Less is More: Robust and Novel Features for Malicious Domain Detection

2 June 2020

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Papers citing "Less is More: Robust and Novel Features for Malicious Domain Detection"

15 / 15 papers shown

Title
HinDom: A Robust Malicious Domain Detection System based on Heterogeneous Information Network with Transductive Classification Xiaoqing Sun Mingkai Tong Jiahai Yang 31 52 0 04 Sep 2019
A wrinkle in time: A case study in DNS poisoning Harel Berger A. Dvir Moti Geva 15 13 0 26 Jun 2019
Identifying Malicious Web Domains Using Machine Learning Techniques with Online Credibility and Performance Data Zhongyi Hu R. Chiong I. Pranata W. Susilo Yukun Bao 32 34 0 23 Feb 2019
Certified Defenses against Adversarial Examples Aditi Raghunathan Jacob Steinhardt Percy Liang AAML 122 969 0 29 Jan 2018
PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples Yang Song Taesup Kim Sebastian Nowozin Stefano Ermon Nate Kushman AAML 131 790 0 30 Oct 2017
Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features Liang Tong Yue Liu Chen Hajaj Chaowei Xiao Ning Zhang Yevgeniy Vorobeychik AAML OOD 36 88 0 28 Aug 2017
Towards Deep Learning Models Resistant to Adversarial Attacks Aleksander Madry Aleksandar Makelov Ludwig Schmidt Dimitris Tsipras Adrian Vladu SILM OOD 319 12,151 0 19 Jun 2017
Malicious URL Detection using Machine Learning: A Survey Doyen Sahoo Chenghao Liu Guosheng Lin MU AAML 63 325 0 25 Jan 2017
Breaking the Target: An Analysis of Target Data Breach and Lessons Learned Yang Wang Xuemin Lin Andrew Ciambrone Weinan Zhang 23 53 0 18 Jan 2017
Practical Black-Box Attacks against Machine Learning Nicolas Papernot Patrick McDaniel Ian Goodfellow S. Jha Z. Berkay Celik A. Swami MLAU AAML 85 3,685 0 08 Feb 2016
Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks Nicolas Papernot Patrick McDaniel Xi Wu S. Jha A. Swami AAML 120 3,077 0 14 Nov 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014
Explaining and Harnessing Adversarial Examples Ian Goodfellow Jonathon Shlens Christian Szegedy AAML GAN 282 19,145 0 20 Dec 2014
PhishDef: URL Names Say It All Anh Le A. Markopoulou M. Faloutsos 106 216 0 12 Sep 2010
Robustness and Regularization of Support Vector Machines Huan Xu Constantine Caramanis Shie Mannor 149 472 0 25 Mar 2008