A Probabilistic Method for Detecting Anomalous Program Behavior

In this paper, we, as well as Eskin, Lee, Stolfo [7] propose a method of prediction model. In their method, the program was characterized with both the order and the kind of system calls. We focus on a non-sequential feature of system calls given from a program. We apply a Bayesian network to predicting the N-th system call from the

• Type: Conference
• Year: 2004
• Where: WISA
• Authors: Kohei Tatara, Toshihiro Tabata, Kouichi Sakurai
• Keywords: Non-sequential Feature, Prediction Model, Security Privacy, WISA 2004