Abstract: A system and method for resolving contradictory device profiling data. The method includes: determining a set of non-contradicting values and a set of contradicting values in device profiling data related to a device based on a plurality of conflict rules; merging values of the set of non-contradicting values in device profiling data into at least one first value; selecting at least one second value from the set of contradicting values, wherein selecting one of the at least one second value from each set of contradicting values further includes generating a certainty score corresponding to each value of the set of contradicting values, wherein each certainty score indicates a likelihood that the corresponding value is accurate, wherein the at least one second value is selected based on the certainty scores; and creating a device profile based on the at least one first value and the at least one second value.

Abstract: A system and method for securing software as a service (SaaS) platforms by providing inter-service visibility. A method includes identifying, based on log data of a first service, a second service connected to the first service, wherein each of the first service and the second service is a set of functions for performing a respective task, wherein the second service is called by the first service; identifying a plurality of patterns in communications between the first service and the second service in the log data of the first service; creating, based on the identified plurality of patterns, a baseline for communications between the first service and the second service; detecting an anomalous communication between the first service and the second service, wherein the anomalous communication deviates from the baseline; and performing a mitigation action with respect to the detected anomalous communication.

Abstract: A system and method for determining device attributes using a classifier hierarchy. The method includes: determining at least one exploitation condition for a manufacturing device based on at least one first device attribute of the manufacturing device and a plurality of second device attributes indicated in a vulnerabilities database, wherein the vulnerabilities database further indicates a plurality of known exploits for the plurality of second device attributes; analyzing behavior and configuration of the medical device to detect an exploitable vulnerability for the manufacturing device, wherein the exploitable vulnerability is a behavior or configuration of the manufacturing device which meets the at least one exploitation condition; and performing at least one mitigation action based on the exploitable vulnerability.

Abstract: A system and method for determining device attributes using a classifier hierarchy. The method includes determining exploitation conditions for a manufacturing device based on a first set of device attributes of the manufacturing device and a second set of device attributes indicated in a vulnerabilities database; analyzing behavior and configuration of the manufacturing device to detect an exploitable vulnerability for the manufacturing device, wherein the exploitable vulnerability is a behavior or configuration of the manufacturing device which meets the exploitation conditions; and performing mitigation actions based on the exploitable vulnerability. The vulnerabilities database further indicates known exploits for the second set of device attributes.

Abstract: A system and method for determining device attributes using a classifier hierarchy. The method includes: determining at least one exploitation condition for a medical device based on at least one first device attribute of the medical device and a plurality of second device attributes indicated in a vulnerabilities database, wherein the vulnerabilities database further indicates a plurality of known exploits for the plurality of second device attributes; analyzing behavior and configuration of the medical device to detect an exploitable vulnerability for the medical device, wherein the exploitable vulnerability is a behavior or configuration of the medical device which meets the at least one exploitation condition; and performing at least one mitigation action based on the exploitable vulnerability.

Abstract: A system and method for determining device attributes using a classifier hierarchy. The method includes: determining at least one exploitation condition for a medical device based on at least one first device attribute of the medical device and a plurality of second device attributes indicated in a vulnerabilities database, wherein the vulnerabilities database further indicates a plurality of known exploits for the plurality of second device attributes; analyzing behavior and configuration of the medical device to detect an exploitable vulnerability for the medical device, wherein the exploitable vulnerability is a behavior or configuration of the medical device which meets the at least one exploitation condition; and performing at least one mitigation action based on the exploitable vulnerability.

Abstract: A system and method for determining device attributes using a classifier hierarchy. The method includes: determining at least one exploitation condition for a medical device based on at least one first device attribute of the medical device and a plurality of second device attributes indicated in a vulnerabilities database, wherein the vulnerabilities database further indicates a plurality of known exploits for the plurality of second device attributes; analyzing behavior and configuration of the medical device to detect an exploitable vulnerability for the medical device, wherein the exploitable vulnerability is a behavior or configuration of the medical device which meets the at least one exploitation condition; and performing at least one mitigation action based on the exploitable vulnerability.

Abstract: A system and method for determining device attributes using a classifier hierarchy. The method includes: determining at least one exploitation condition for a manufacturing device based on at least one first device attribute of the manufacturing device and a plurality of second device attributes indicated in a vulnerabilities database, wherein the vulnerabilities database further indicates a plurality of known exploits for the plurality of second device attributes; analyzing behavior and configuration of the medical device to detect an exploitable vulnerability for the manufacturing device, wherein the exploitable vulnerability is a behavior or configuration of the manufacturing device which meets the at least one exploitation condition; and performing at least one mitigation action based on the exploitable vulnerability.

Abstract: A system and method for resolving contradictory device profiling data. The method includes: determining a set of non-contradicting values and a set of contradicting values in device profiling data related to a device based on a plurality of conflict rules; merging values of the set of non-contradicting values in device profiling data into at least one first value; selecting at least one second value from the set of contradicting values, wherein selecting one of the at least one second value from each set of contradicting values further includes generating a certainty score corresponding to each value of the set of contradicting values, wherein each certainty score indicates a likelihood that the corresponding value is accurate, wherein the at least one second value is selected based on the certainty scores; and creating a device profile based on the at least one first value and the at least one second value.