Abstract: In some aspects, the disclosure is directed to methods and systems for graph-based analysis, filtering, and access control. A knowledge graph may be generated for a resource and/or group of resources, with connections from nodes representing entities (e.g. devices, users, user groups, etc.) into nodes associated with the resource identifying access policies and authorization levels. Access controls may be applied in real time, and data may be dynamically filtered or cleaned to prevent exfiltration and protect privacy. Rules need not be explicitly or manually encoded, but rather may be implicit through the connections between resource nodes and entity nodes, allowing for high scalability.

Abstract: In some aspects, the disclosure is directed to methods and systems for graph-based analysis, filtering, and access control. A knowledge graph may be generated for a resource and/or group of resources, with connections from nodes representing entities (e.g. devices, users, user groups, etc.) into nodes associated with the resource identifying access policies and authorization levels. Access controls may be applied in real time, and data may be dynamically filtered or cleaned to prevent exfiltration and protect privacy. Rules need not be explicitly or manually encoded, but rather may be implicit through the connections between resource nodes and entity nodes, allowing for high scalability.

Abstract: In some aspects, the disclosure is directed to methods and systems for graph-based analysis, filtering, and access control. A knowledge graph may be generated for a resource and/or group of resources, with connections from nodes representing entities (e.g. devices, users, user groups, etc.) into nodes associated with the resource identifying access policies and authorization levels. Access controls may be applied in real time, and data may be dynamically filtered or cleaned to prevent exfiltration and protect privacy. Rules need not be explicitly or manually encoded, but rather may be implicit through the connections between resource nodes and entity nodes, allowing for high scalability.