Royal Bank of Canada

Amit Kumar Tiwari

Cathal Smyth

Nariman Mammadli

Dhanya Jothimani

Ramanpreet Singh

Felix Kurmish

Sahar Rahmani

Venkata Sai Pavan Kumar Kosaraju

Tung-Lin Wu

Lindsey Peng

Bijan Borzou

Payam Pakarha

Systems and methods for generating access entitlements to networked computing resources. Systems may be configured to: receive an input data set representing an entitlement request associated with a user identifier; generate an entitlement prediction associated with the user identifier based on an entitlement model and at least one hierarchical level, the entitlement model defining a cluster representation of entitlement similarity, and wherein the entitlement prediction is based on one or more similarity relationships corresponding to the at least one hierarchical level; and transmit a signal representing the entitlement prediction for granting downstream access to a networked computing resource.

System and method for electronic identity and access management

Methods, systems, and techniques for facilitating identification of electronic data exfiltration. A message transmission log and screenshot metadata are obtained. A screenshot corresponding to the screenshot metadata is matched to a sent electronic message, such as an email, having a file attachment represented in the message transmission log to generate an event. The screenshot metadata indicates that the screenshot was captured prior to when the message transmission log indicates the electronic message was sent. An anomaly score is determined for the sent electronic message is determined by applying unsupervised machine learning, such as by applying an isolation forest, to score the sent electronic message relative to a baseline. The anomaly score meeting or exceeding an anomaly threshold is treated as potentially being indicative of electronic data exfiltration.

Method and system for facilitating identification of electronic data exfiltration

Growing community of inventors

Toronto, Canada

Amit Kumar Tiwari