A Stochastic Adaptive Model to Explore Mobile Botnet Dynamics
作者： Augusto Almeida Santos , Michele Nogueira , Jose M. F. Moura
DOI: 10.1109/LCOMM.2016.2637367
关键词:
摘要: Mobile botnets have proliferated with the popularization of mobile and portable devices, being a simple powerful method to launch Distributed Denial Service (DDoS) attacks. This letter presents stochastic adaptive model for botnets’ dynamics their self-organized self-adaptive behavior generate DDoS The bots’ collaborations combine reinforcement fading rules based upon level servers’ activity map time-varying weighted directed graph. can explain natural emergence two distinct time-scales when bots massively attack server.
sci-hub.se 参考文章(10)
Steve Mansfield-Devine, The growth and evolution of DDoS Network Security archive. ,vol. 2015, pp. 13- 20 ,(2015) , 10.1016/S1353-4858(15)30092-1
Baris Coskun, Sven Dietrich, Nasir Memon, Friends of an enemy: identifying local members of peer-to-peer botnets using mutual contacts annual computer security applications conference. pp. 131- 140 ,(2010) , 10.1145/1920261.1920283
S. García, M. Grill, J. Stiborek, A. Zunino, An empirical comparison of botnet detection methods Computers & Security. ,vol. 45, pp. 100- 123 ,(2014) , 10.1016/J.COSE.2014.05.011
Shui Yu, Guojun Wang, Wanlei Zhou, Modeling malicious activities in cyber space IEEE Network. ,vol. 29, pp. 83- 87 ,(2015) , 10.1109/MNET.2015.7340429
Paolo Farina, Enrico Cambiaso, Gianluca Papaleo, Maurizio Aiello, Are mobile botnets a possible threat? The case of SlowBot Net Computers & Security. ,vol. 58, pp. 268- 283 ,(2016) , 10.1016/J.COSE.2016.02.005
Shuaishuai Tan, Xiaoping Li, Qingkuan Dong, TrustR: An Integrated Router Security Framework for Protecting Computer Networks IEEE Communications Letters. ,vol. 20, pp. 376- 379 ,(2016) , 10.1109/LCOMM.2015.2505312
Seyyed Meysam Tabatabaie Nezhad, Mahboubeh Nazari, Ebrahim A Gharavol, None, A Novel DoS and DDoS Attacks Detection Algorithm Using ARIMA Time Series Model and Chaotic System in Computer Networks IEEE Communications Letters. ,vol. 20, pp. 700- 703 ,(2016) , 10.1109/LCOMM.2016.2517622
José M. F. Moura, Ramayya Krishnan, Soummya Kar, Augusto Almeida Santos, Strong Attractors in Stochastic Adaptive Networks: Emergence and Characterization arXiv: Physics and Society. ,(2016)
Zhuo Lu, Wenye Wang, Cliff Wang, On the Evolution and Impact of Mobile Botnets in Wireless Networks IEEE Transactions on Mobile Computing. ,vol. 15, pp. 2304- 2316 ,(2016) , 10.1109/TMC.2015.2492545
Emilio Ferrara, Onur Varol, Clayton Davis, Filippo Menczer, Alessandro Flammini, The rise of social bots Communications of The ACM. ,vol. 59, pp. 96- 104 ,(2016) , 10.1145/2818717