Access the full text.
Sign up today, get DeepDyve free for 14 days.
Yury Zhauniarovich, Issa Khalil, Ting Yu, M. Dacier (2018)
A Survey on Malicious Domains Detection through DNS Data AnalysisACM Computing Surveys (CSUR), 51
S. Schiavoni, F. Maggi, L. Cavallaro, S. Zanero (2014)
Phoenix: DGA-Based Botnet Tracking and Intelligence
Ankit Thakkar, Ritika Lohiya (2020)
Attack classification using feature selection techniques: a comparative studyJournal of Ambient Intelligence and Humanized Computing, 12
S. Chaudhari, S. Shevade (2012)
Learning from Positive and Unlabelled Examples Using Maximum Margin Clustering
Leyla Bilge, E. Kirda, Christopher Krügel, Marco Balduzzi (2011)
EXPOSURE: Finding Malicious Domains Using Passive DNS Analysis
Ruming Tang, Cheng Huang, Yanti Zhou, Haoxian Wu, Xianglin Lu, Yongqian Sun, Qi Li, Jinjin Li, Weiyao Huang, Siyuan Sun, Dan Pei (2020)
A Practical Machine Learning-Based Framework to Detect DNS Covert Communication in Enterprises
Kunpeng Liu, Yanjie Fu, Le Wu, Xiaolin Li, C. Aggarwal, H. Xiong (2023)
Automated Feature Selection: A Reinforcement Learning PerspectiveIEEE Transactions on Knowledge and Data Engineering, 35
G. Chandrashekar, F. Sahin (2014)
A survey on feature selection methodsComput. Electr. Eng., 40
Nikolaos Giarelis, Nikos Kanakaris, N. Karacapilidis (2020)
An Innovative Graph-Based Approach to Advance Feature Selection from Multiple Textual DocumentsArtificial Intelligence Applications and Innovations, 583
Joan Bruna, Wojciech Zaremba, Arthur Szlam, Yann LeCun (2013)
Spectral Networks and Locally Connected Networks on GraphsCoRR, abs/1312.6203
P. Lanzi, W. Stolzmann, Stewart Wilson (2000)
Learning Classifier Systems, From Foundations to Applications
B. Liu, Yang Dai, Xiaoli Li, Wee Lee, Philip Yu (2003)
Building text classifiers using positive and unlabeled examplesThird IEEE International Conference on Data Mining
Sumaiya Ikram, C. Kumar (2016)
Improving Accuracy of Intrusion Detection Model Using PCA and optimized SVMJ. Comput. Inf. Technol., 24
M. Antonakakis, R. Perdisci, Yacin Nadji, N. Vasiloglou, Saeed Abu-Nimeh, Wenke Lee, D. Dagon (2012)
From Throw-Away Traffic to Bots: Detecting the Rise of DGA-Based Malware
(2020)
CollegeDefinitions
2022. Domain generation algorithm
(2013)
A survey on postive and unlabelled learning. In: Computing and Information Sciences
(2021)
(c) Decision Tree Recursive Feature Elimination (DT-RFE)
Yu Chen, Sheng Yan, Tianyu Pang, Rui Chen (2018)
Detection of DGA Domains Based on Support Vector Machine2018 Third International Conference on Security of Smart Cities, Industrial Control System and Communications (SSIC)
Fengxi Song, Zhongwei Guo, Dayong Mei (2010)
Feature Selection Using Principal Component Analysis2010 International Conference on System Science, Engineering Design and Manufacturing Informatization, 1
D. Plohmann, Khaled Yakdan, Michael Klatt, Johannes Bader, E. Gerhards-Padilla (2016)
A Comprehensive Measurement Study of Domain Generating Malware
Aminollah Khormali, Jeman Park, Hisham Alasmary, Afsah Anwar, David Mohaisen (2020)
Domain Name System Security and Privacy: A Contemporary SurveyComput. Networks, 185
M. R, R. R. (2016)
LASSO: A feature selection technique in predictive modeling for machine learning2016 IEEE International Conference on Advances in Computer Applications (ICACA)
Samuel Schüppen, Dominik Teubert, Patrick Herrmann, Ulrike Meyer (2018)
FANCI : Feature-based Automated NXDomain Classification and Intelligence
Volodymyr Mnih, K. Kavukcuoglu, David Silver, Andrei Rusu, J. Veness, Marc Bellemare, Alex Graves, Martin Riedmiller, A. Fidjeland, Georg Ostrovski, Stig Petersen, Charlie Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, D. Kumaran, Daan Wierstra, S. Legg, D. Hassabis (2015)
Human-level control through deep reinforcement learningNature, 518
Lu Liu, T. Peng (2014)
Clustering-based Method for Positive and Unlabeled Text Categorization Enhanced by Improved TFIDFJ. Inf. Sci. Eng., 30
Dinhtu Truong, Guang Cheng (2016)
Detecting domain-flux botnet based on DNS traffic features in managed networkSecur. Commun. Networks, 9
Xuelian Deng, Yuqing Li, J. Weng, Jilian Zhang (2018)
Feature selection for text classification: A reviewMultimedia Tools and Applications, 78
Mingkai Tong, Xiaoqing Sun, Jiahai Yang, Hui Zhang, Shuang Zhu, Xinran Liu, Heng Liu (2019)
D3N: DGA Detection with Deep-Learning Through NXDomain
Li (2013)
A survey on postive and unlabelled learning
Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu (2020)
AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning2020 IEEE International Conference on Data Mining (ICDM)
M. Polychronakis, M. Meier (2017)
Detection of Intrusions and Malware, and Vulnerability Assessment, 10327
Jessa Bekker, Jesse Davis (2018)
Learning from positive and unlabeled data: a surveyMachine Learning, 109
A. Ahluwalia, I. Traoré, Karim Ganame, N. Agarwal (2017)
Detecting Broad Length Algorithmically Generated Domains
T. Wang, Hui-Tang Lin, Wei-Tsung Cheng, Chang-Yu Chen (2017)
DBod: Clustering and detecting DGA-based botnets using DNS traffic analysisComput. Secur., 64
Journal of Systems and Software – CrossRef
Published: Aug 1, 2022
Read and print from thousands of top scholarly journals.
Already have an account? Log in
Bookmark this article. You can see your Bookmarks on your DeepDyve Library.
To save an article, log in first, or sign up for a DeepDyve account if you don’t already have one.
Copy and paste the desired citation format or use the link below to download a file formatted for EndNote
Access the full text.
Sign up today, get DeepDyve free for 14 days.
All DeepDyve websites use cookies to improve your online experience. They were placed on your computer when you launched this website. You can change your cookie settings through your browser.