Abstract:
In one embodiment, a networking device in a network detects an traffic flow conveyed in the network via the networking device. The networking device generates flow data for the traffic flow. The networking device performs a classification of the traffic flow using the flow data as input to a machine learning-based classifier. The networking device performs a mediation action based on the classification of the traffic flow.
Abstract:
A network device communicates network traffic in one or more network flows via a plurality of ports. Each port is connected to a corresponding computing device. The network device collects flow-based network data associated with each corresponding computing device. The network device supplies electrical power to the corresponding computing devices via one or more of the ports, and collects power data associated with each corresponding computing device based on the electrical power supplied to each of the ports. The network device combines the flow-based network data for each corresponding computing device and the power data for each corresponding computer device to generate combined data associated with each corresponding computing device. The network device then exports the combined data for the corresponding computing devices to a security server, which detects anomalous behavior in the computing devices.
Abstract:
Techniques for tagging packets within a network fabric. An authentication device for a network fabric receives a first packet originating from a source device, in transit to a destination device, corresponding to a first network flow. User identification information corresponding to an authenticated user of the source device is inserted into a Network Services Header of the first packet. Embodiments receive a second packet that corresponds to the first network flow at the authentication device, the second packet including service identification information within a Network Services Header of the second packet that identifies a service type of the network flow. Upon receiving a third packet for the first network flow, the authentication device inserts the user identification and the service identification information into a Network Services Header of the third packet.
Abstract:
Methods and systems for implementing network traffic policies. A domain name system (DNS) infrastructure is accessed to obtain metadata associated with a destination address of a traffic flow; the traffic flow is classified by the destination address and the metadata; and a policy is applied to the traffic flow, wherein the policy is determined on the basis of the classification of the traffic flow.