Abstract: This disclosure relates generally to system and method for assessing insider influence on enterprise assets. Existing work focuses on the detection of insider threat and does not consider the influence of an insider on their peers and subordinates. The present disclosure aggregates and preprocesses the enterprise data specific to the individuals received from various sources, and further creates an enterprise graph between entities. Weights of every edge connected between any two entities in the enterprise graph is then calculated. Community of the individuals are detected wherein, relevant insider(s) are identified, and susceptibility of the individuals for probable influence by relevant insider(s) based on the analysis scenarios(s) is calculated. Paths taken by the relevant insider(s) is calculated for estimating probability of data loss.

Abstract: This disclosure relates generally to system and method for classification of sensitive date using federated semi-supervised learning. Federated learning has emerged as a privacy-preserving technique to learn one or more machine learning (ML) models without requiring users to share their data. In federated learning, data distribution among clients is imbalanced resulting with limited data in some clients. The method includes extracting a training dataset from one or more data sources and pre-processing the training dataset into a machine readable form based on associated data type. Further, a federated semi-supervised learning model is iteratively trained based on a model contrastive and distillation learning to classify sensitive data from the unlabeled dataset. Then, sensitive data from a user query is received as input which are classified using the federated semi-supervised learning model.

Abstract: A method for scheduling a meeting using an email client that is part of an email system includes receiving a request at the email client to schedule the meeting. The request may include an indication of the resources that are to be provided by a conferencing system for the meeting. The method also includes communicating the request to a conference bridge that is part of the conferencing system and receiving from the conference bridge an access code associated with the meeting. The method also includes appending the access code to a meeting invitation associated with the meeting and providing the meeting invitation to an email server that is part of the email system. The method also includes sending the meeting invitation to users invited to participate in the meeting.

Abstract: A method for scheduling a meeting using an email client that is part of an email system includes receiving a request at the email client to schedule the meeting. The request may include an indication of the resources that are to be provided by a conferencing system for the meeting. The method also includes communicating the request to a conference bridge that is part of the conferencing system and receiving from the conference bridge an access code associated with the meeting. The method also includes appending the access code to a meeting invitation associated with the meeting and providing the meeting invitation to an email server that is part of the email system. The method also includes sending the meeting invitation to users invited to participate in the meeting.

Abstract: A method for joining a conference using a mobile device includes receiving an invitation at the mobile device. The invitation includes a link associated with a conference bridge and a first identifier of the conference. The method also includes activating the link in the invitation, sending the first identifier of the conference from the mobile device to the conference bridge, and receiving a redirect message at the mobile device from the conference bridge. The redirect message is associated with a conferencing application on the mobile device and includes a second identifier of the conference. The method also includes launching the conferencing application on the mobile device and sending the second identifier of the conference from the mobile device to the conference bridge to establish the conference between the conference bridge and the conferencing application via the mobile device.