Do you have control over the form? aka: did you manually enter the form?
If so add either a id or class tag to it
then adjust your css to
form input #submit { /* more specific to override webkit */
-webkit-appearance:none;
-webkit-border-radius:0px;
margin:0;
padding:0;
border:0;
display:block;
}