Systems and methods for machine learning enhanced intelligent building access endpoint security monitoring and management

A method comprising:

• generating a first access-system primitive from credential data generated by an access credential input device controlling access to a first access point;
• generating a second access-system primitive from an access point state generated by an access point state sensor monitoring a state of the first access point;
• generating at least one from image data generated by a video camera directed toward the first access point;
• identifying at least one contextual event by correlating the first access-system primitive, the second access-system primitive, and at least one semantic primitive;
• classifying each contextual event to generate at least one contextual event classification;
• detecting at least one security threat event based on the at least one contextual event classification, and performing at least one security action in response to detection of each security threat event;
• and
• wherein performing at least one security action comprises at least one of providing an alert and controlling the electronic access controller.