SSL handshake failures while connecting to a webservice using a .p12 cert in SoapUI 5.4.0 & above

When I am trying to connect to a web service using a .p12 certificate in SoapUI version 5.4.0 and above, I am getting SSL handshake failure. But the same service is working fine in SoapUI 5.3.0 and below using the same certificate.