In an example embodiment, a combination of machine learning and rule-based techniques are used to automatically detect social engineering attacks in a computer system. More particularly, three phases of detection are utilized on communications in a thread or stream of communications: attack contextualization, intention classification, and security policy violation detection. Each phase of detection causes a score to be generated that is reflective of the degree of danger in the thread or stream of communications, and these scores may then be combined into a single global social engineering attack score, which then may be used to determined appropriate actions to deal with the attack if it transgresses a threshold.

Secure communication in a geographic incident area is disclosed. Computer-implemented methods are also disclosed, one of which is for restricting access to a resource and includes generating a key and splitting it into N key parts (where N is an integer greater than two). The method also includes encrypting the N key parts. The method also includes transmitting, over a network, to a device: the N encrypted key parts; and identifying information for N secret objects expected to be visible within the area. Each of the N encrypted key parts is decryptable based on at least one video analytics-discernable object attribute for each respective secret object of the N secret objects. The method also includes allowing an additional entity to access the resource only by presentation of a complete key formed from decrypted versions of less than all of the N key parts.

Systems and methods are provided to utilize information from a directory service to determine, at a layer-one network policy server, the appropriate layer-two network policy server to which an authentication request should be routed. For example, a first directory service group may be created that includes all users using a first authentication type, a second directory service group may be created that includes all users using a second authentication type, etc. The layer-one network policy server may periodically synchronize with the directory service to download information about users in the different directory service groups, update a markup language document with that information, and use the markup language document to help route incoming authentication requests to the correct layer-two network policy server for a particular authentication type. In addition, a priority may be set (and changed) by an administrator favoring one or more authentication types in a network.

Some embodiments provide a local controller on a set of host computers that reduce the volume of data that is communicated between the server set and the set of host computers. The local controller executing on a particular host computer, in some embodiments, receives a portion of the namespace including only the policies (e.g., opcode) that are relevant to API-authorization processing for the applications executing on the particular host computer provided by a local agent executing on the computer to authorize the API requests based on policies and parameters. The local controller analyzes the received policies (e.g., policy opcodes) and identifies the parameters (e.g. operands), or parameter types, needed for API-authorization processing (e.g., evaluating the policy opcode upon receiving a particular API request) by the local agent. In some embodiments, the local controller performs this analysis for each updated set of policies (e.g., policy opcodes).

Disclosed are embodiments for injecting sidecar proxy capabilities into non-sidecar applications, allowing such non-sidecar applications to communicate with a service mesh architecture. In an embodiment, a method comprises receiving a request to instantiate a proxy for a non-sidecar application at a service mesh gateway (SMG). The SMG then instantiates the proxy in response to the request and broadcasts network information of the non-sidecar application to a mesh controller deployed in a containerized environment. Finally, the SMG (via the proxy) transmits data over a control plane that is communicatively coupled to the mesh controller.

A method for protecting against exposure to content violating a content policy, the method including receiving a number of content items including a first set of content items associated with a content group, determining a measurement associated with an amount of the first set of content items belonging to a specific content category, assigning one or more of the number of content items to be categorized by at least one of the machine learning algorithm or a manual review process, automatically applying the specific content category to one or more other content items of the content group such that the one or more other content items are not reviewed by the manual review process, and transmitting at least one of the number of content items, wherein the content category of each of the number of content items indicates whether the specific content item violates any content policies.

A computer implemented method to detect a data breach in a network-connected computing system including generating, at a trusted secure computing device, a copy of data distributed across a network; the computing device accessing sensitive information for the network-connected computer system and searching for at least part of the sensitive information in the copy of the data; in response to an identification of sensitive information in the copy of the data identifying the sensitive information as compromised sensitive information.

An authority transfer system comprising a client, a resource server, a server that receives, from the client, an authorization request requesting permission to access to a resource managed by the resource server, and a user terminal possessed by an owner of the resource is provided. The server registers a first user terminal in accordance with a registration request of the first user terminal being received from the first user terminal, and determines whether or not a registered second user terminal can be deregistered in accordance with a registration cancellation request being received from the first user terminal, and if it is determined that the second user terminal can be deregistered, authenticates the first user terminal or the second user terminal, and deregisters the second user terminal in accordance with the authentication.

A method and apparatus of a device that authorizes a device for a service is described. In an exemplary embodiment, the device intercepts a request for a web page from a web browser executing on the device, wherein the request includes an indication associated with an authorization request for the service and the web page provides the service. In addition, the device presents an authorization user interface on the device. The device further performs a local authorization using a set of user credentials entered via the authorization user interface. The device additionally performs a server authorization with a server. Furthermore, the device redirects the web browser to the requested web page, wherein the web browser is authorized for the service provided by the web page.

An application gateway including application service programming positioned at a user premises can provide voice controlled and managed services to a user and one or more endpoint devices associated with the application gateway. The application gateway can be controlled remotely by the application service provider through a service management center and configured to execute an application service provided from the application service provider. The application gateway can execute the application service at the user premises upon voice command by a user and independent of application services executing on the application service provider's network. An application service logic manager can communicate with an application service enforcement manager to verify that the request conforms with the policy and usage rules associated with the application service in order to authorize execution of the application service on the application gateway, either directly or through endpoint devices.