Abstract: The present disclosure provides systems and methods for asset identification and consolidation in a network. In some implementations, the methods involve receiving data including a plurality of media access control (MAC) addresses from at least one source, analyzing the received MAC addresses to determine one or more MAC addresses that are repeated in the received data, and labeling the repeated MAC addresses as weak identifiers for asset identification. Some implementations herein enable improved accuracy in identifying and consolidating network assets by distinguishing between reliable and unreliable identifiers, thereby enhancing network security and management capabilities.

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 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 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 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.