Abstract: A method for monitoring a processing system in an intrusion detection system (IDS) or digital forensic system (DFS) is provided. The method includes monitoring a log file associated with the processing system and identifying a plurality of sequences within the log file. The method further includes labeling the plurality of sequences using an interface control document to create a labeled plurality of sequences. The method also includes comparing labeled plurality of sequences with a plurality of known malicious sequences of messages. Further, the method includes using a trained machine learning model to identify hacking steps within the labeled plurality of sequences and determining whether a cyber-attack on the system has occurred.

Abstract: The present invention relates to a non-evertable blood filter that divides the transverse cross sectional area of a venous vessel into three annular regions or zones. The inner zone, the region immediately surrounding the longitudinal axis of the vessel, is maintained in a relatively open state with only minimal interference from the members making up the filter device so that blood flow can be maintained at a relatively normal rate. Concentrically surrounding the inner zone is the intermediate zone, to which captured emboli are directed out of the bloodstream passing primarily through the inner zone. Finally, concentrically surrounding the intermediate zone is the outer zone adjacent to the vessel wall.