According to SCAN (Scientific Content Analysis), when someone doesn't answer the question directly but instead says “there's no evidence,” “Would I do something like that,” “They didn't prove it,” etc. they are almost always lying.
SCAN is a very useful tool. I studied it a number of years back and it has really helped hone my BS meter.