System and methods thereof for real-time fraud detection of a telephone call transaction

A method for detecting of fraudulent calls is provided. The method includes initiating, by an origin node, a call to a target node, and generating, by the origin node, a first call data record (CDR) for the call, wherein the CDR includes at least one call parameter of the call recorded by the origin node upon termination of the call. The method also includes generating, by the origin node, a first secure CDR that contains the first CDR, sending, by the origin node, the first secure CDR to the target node, and generating, by the origin node, a fraud notification based on a second secure CDR received from a first node and the first secure CDR.