EC2 CloudTrail's Events

No. CloudTrail logs events that occur on the AWS APIs. As stated in the docs:

Actions taken by a user, role, or an AWS service are recorded as events in CloudTrail. Events include actions taken in the AWS Management Console, AWS Command Line Interface, and AWS SDKs and APIs.

Under the Shared Responsibility Model, operating system events, including SSH connections, are the responsibility of the customer.