Abstract:
A computer-implemented system and method generate a model of a plurality of features of network flow data. The model includes a composition of a plurality of Gaussian components, each of which may be skewed. The features are represented as a multivariate feature vector. Training is performed on the feature data using Gaussian Mixture Model (GMM) using Expectation Maximization. The feature data are assigned to clusters with corresponding probabilities. Once the model has been generated, it may be used to detect outlier activity.
Abstract:
Methods and apparatus for detecting and handling evil twin access points (APs). The method and apparatus employ trusted beacons including security tokens that are broadcast by trusted APs. An Evil twin AP masquerades as a trusted AP by broadcasting beacons having the same SSID as the trusted AP, as well as other header field and information elements IE in the beacon frame body containing identical information. A sniffer on the trusted AP or in another AP that is part of a Trusted Wireless Environment (TWE) receives the beacons broadcasts by other APs in the TWE including potential evil twin APs. The content in the header and one or more IEs in received beacons are examined to determine whether a beacon is being broadcast by an evil twin. Detection of the evil twin are made by one of more of differences in MAC addresses of trusted and untrusted beacons, time jitter measurements and replay detection using timestamps in the beacons, detection of missing security tokens in untrusted beacons and detection that a security token that is mimicked by an evil twin is invalid. In one aspect, the security token is stored in a vendor-specific IE in trusted beacons that is generated by employing a secret key using a cryptographic operation operating on data in the beacon prior to the vendor-specific IE.
Abstract:
A network security device may gather a large amount of metadata pertaining to the connections being managed thereby. A refinement module may filter and/or aggregate the connection metadata. The metadata may be refined on the network security device. The refined metadata may be provided for display on a terminal. The refined metadata may include a subset of the larger connection metadata, which may reduce the overhead required to display and/or transmit monitoring information to the terminal device. The refined metadata may comprise connection groups, which may be formed based on aggregation criteria, such as connection source, destination, application, security policy, protocol, port, and/or the like. The connection groups may be ranked in accordance with ranking criteria.
Abstract:
An email system comprises a plurality of email servers connected by a data communications network. The email system avoids single points of failure by employing multiple email servers which self configure, without requiring dedicated servers, through self addressing and discovery and announcement protocols. An email server can act as a primary email server by executing an administration tool allowing an administrator to modify the configuration data set which the email servers utilize, and the primary email server will then announce the resulting change in the version level of the configuration data set to other email servers. Each email server will then determine and request any needed updates to its respective configuration data set from the primary email server or another email server.
Abstract:
A computing device may be joined to a cluster by discovering the device, determining whether the device is eligible to join the cluster, configuring the device, and assigning the device a cluster role. A device may be assigned to act as a cluster master, backup master, active device, standby device, or another role. The cluster master may be configured to assign tasks, such as network flow processing to the cluster devices. The cluster master and backup master may maintain global, run-time synchronization data pertaining to each of the network flows, shared resources, cluster configuration, and the like. The devices within the cluster may monitor one another. Monitoring may include transmitting status messages comprising indicators of device health to the other devices in the cluster. In the event a device satisfies failover conditions, a failover operation to replace the device with another standby device, may be performed.
Abstract:
Sensor nodes (or addresses therefore), acting as real-time message decoys, are distributed across a real-time communications network to attract unsolicited real-time messages. Filtering rules are derived from the message characteristics (such as the source address) and messaging content of the traffic encountered at the sensor nodes. The filtering rules are distributed to filtering agents positioned in the communications network in such a way that they can filter traffic for legitimate users. The filtering agents may identify and control the disposition of real-time messaging traffic that is part of a mass communication campaign on behalf of legitimate users of the real-time messaging communication system. Disposition may include suppressing, diverting, or labeling.
Abstract:
A facility in a single manager computer system for managing properties for a plurality of managed computer systems is described. The facility reiteratively receives new managed properties for an identified managed computer system. In response, the facility delivers the received new managed properties to the identified managed computer system.
Abstract:
A computing device may be joined to a cluster by discovering the device, determining whether the device is eligible to join the cluster, configuring the device, and assigning the device a cluster role. A device may be assigned to act as a cluster master, backup master, active device, standby device, or another role. The cluster master may be configured to assign tasks, such as network flow processing to the cluster devices. The cluster master and backup master may maintain global, run-time synchronization data pertaining to each of the network flows, shared resources, cluster configuration, and the like. The devices within the cluster may monitor one another. Monitoring may include transmitting status messages comprising indicators of device health to the other devices in the cluster. In the event a device satisfies failover conditions, a failover operation to replace the device with another standby device, may be performed.
Abstract:
A system and method for providing a reputation service for use in messaging environments employs a reputation of compiled statistics, representing whether SPAM messages have previously been received from respective a selected set of identifiers for the origin of the message, in a decision making process for newly received messages. In a preferred embodiment, the set of identifiers includes the IP address, a tuple of the domain and IP address and a tuple of the user and IP address and the set of identifiers allows for a relatively fine grained set of reputation metrics to be compiled and used when making a determination of a likelihood as to whether a received message is undesired in accordance with the invention.
Abstract:
A computing device may be joined to a cluster by discovering the device, determining whether the device is eligible to join the cluster, configuring the device, and assigning the device a cluster role. A device may be assigned to act as a cluster master, backup master, active device, standby device, or another role. The cluster master may be configured to assign tasks, such as network flow processing to the cluster devices. The cluster master and backup master may maintain global, run-time synchronization data pertaining to each of the network flows, shared resources, cluster configuration, and the like. The devices within the cluster may monitor one another. Monitoring may include transmitting status messages comprising indicators of device health to the other devices in the cluster. In the event a device satisfies failover conditions, a failover operation to replace the device with another standby device, may be performed.