A deep learning framework for predicting cyber attacks rates
作者： Xing Fang , Maochao Xu , Shouhuai Xu , Peng Zhao
DOI: 10.1186/S13635-019-0090-6
关键词:
摘要: … the hybrid model outperforms the ARMA+GARCH model for … , and IV, but the ARMA+GARCH model outperforms the other … I, III, IV, and V, and the ARMA+GARCH model is slightly better …
springeropen.com
springer.com
sci-hub.se 参考文章(54)
Tomas Mikolov, Martin Karafiát, Sanjeev Khudanpur, Jan Cernocký, Lukás Burget, Recurrent neural network based language model conference of the international speech communication association. pp. 1045- 1048 ,(2010)
Ekta Gandotra, Divya Bansal, Sanjeev Sofat, Computational Techniques for Predicting Cyber Threats Advances in Intelligent Systems and Computing. pp. 247- 253 ,(2015) , 10.1007/978-81-322-2012-1_26
Robert Tibshirani, Trevor Hastie, Jerome H. Friedman, The Elements of Statistical Learning ,(2001)
C. Ishida, Y. Arakawa, I. Sasase, K. Takemori, Forecast techniques for predicting increase or decrease of attacks using Bayesian inference pacific rim conference on communications, computers and signal processing. pp. 450- 453 ,(2005) , 10.1109/PACRIM.2005.1517323
Kung-sik Chan, Jonathan D. Cryer, Time Series Analysis: With Applications in R ,(2010)
Paul Baecher, Markus Koetter, Thorsten Holz, Maximillian Dornseif, Felix Freiling, The Nepenthes Platform: An Efficient Approach to Collect Malware Lecture Notes in Computer Science. pp. 165- 184 ,(2006) , 10.1007/11856214_9
Chung-Ming Kuan, Tung Liu, Forecasting exchange rates using feedforward and recurrent neural networks Journal of Applied Econometrics. ,vol. 10, pp. 347- 364 ,(1995) , 10.1002/JAE.3950100403
Ping-Feng Pai, Chih-Sheng Lin, A hybrid ARIMA and support vector machines model in stock price forecasting Omega-international Journal of Management Science. ,vol. 33, pp. 497- 505 ,(2005) , 10.1016/J.OMEGA.2004.07.024
Lorenzo De Carli, Robin Sommer, Somesh Jha, Beyond Pattern Matching: A Concurrency Model for Stateful Deep Packet Inspection computer and communications security. pp. 1378- 1390 ,(2014) , 10.1145/2660267.2660361
Zhenxin Zhan, Maochao Xu, Shouhuai Xu, Predicting Cyber Attack Rates With Extreme Values IEEE Transactions on Information Forensics and Security. ,vol. 10, pp. 1666- 1677 ,(2015) , 10.1109/TIFS.2015.2422261