2005 · 70 citations · 20 references
ComputingComputer ScienceComputer SystemsComputer SecurityDatabasesDigital ForensicsComputer ForensicsIntrusion DetectionLog AnalysisLog ManagementOperating System ForensicsAutomated Data AnalysisAutomated ForensicsAutomated Log AnalysisForensic Data AnalysisForensic Log AnalysisLog File AnalysisResilient System ArchitectureSystem Log Analysis
When computer intrusions occur, one of the most costly, time-consuming, and human-intensive tasks is the analysis and recovery of the compromised system. At a time when the cost of human resources dominates the cost of CPU, network, and storage resources, we argue that computing systems should, in fact, be built with automated analysis and recovery as a primary goal. Towards this end, we describe the design, implementation, and evaluation of Forensix: a robust, high-precision reconstruction and analysis system for supporting the computer equivalent of "TiVo". Forensix uses three key mechanisms to improve the accuracy and reduce the human overhead of performing forensic analysis. First it performs comprehensive monitoring of the execution of a target system at the kernel event level, giving a high-resolution, application-independent view of all activity. Second, it streams the kernel event information, in real-time, to append-only storage on a separate, hardened, logging machine, making the system resilient to a wide variety of attacks. Third, it uses database technology to support high-level querying of the archived log, greatly reducing the human cost of performing forensic analysis.
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