Using Bayesian Networks for Probabilistic Identification of Zero-Day Attack Paths

Enforcing a variety of security measures (such as intrusion detection systems, and so on) can provide a certain level of protection to computer networks. However, such security practices often fall short in face of zero-day attacks. Due to the information asymmetry between attackers and defenders, d...

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Veröffentlicht in:	IEEE transactions on information forensics and security 2018-10, Vol.13 (10), p.2506-2521
Hauptverfasser:	Sun, Xiaoyan, Dai, Jun, Liu, Peng, Singhal, Anoop, Yen, John
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayes methods Bayesian networks Computer networks computer security Electronic mail Intrusion detection network security Probabilistic logic probability Prototypes Security Sockets system call zero-day attack
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