39 citations · 107 across the 30 of their papers we have counts for
4 papers · 1 filter
A Planning Approach to Monitoring Behavior of Computer Programs
Alexandre Cukier, Ronen I. Brafman, Yotam Perkal +1
We describe a novel approach to monitoring high level behaviors using concepts from AI planning. Our goal is to understand what a program is doing based on its system call trace. T…
A Renewal Model of Intrusion
David Tolpin
We present a probabilistic model of an intrusion in a renewal process. Given a process and a sequence of events, an intrusion is a subsequence of events that is not produced by the…
Process Monitoring on Sequences of System Call Count Vectors
Michael Dymshits, Ben Myara, David Tolpin
We introduce a methodology for efficient monitoring of processes running on hosts in a corporate network. The methodology is based on collecting streams of system calls produced by…
Session Analysis using Plan Recognition
Reuth Mirsky, Ya'akov Gal, David Tolpin
This paper presents preliminary results of our work with a major financial company, where we try to use methods of plan recognition in order to investigate the interactions of a co…