Doubtless it's scrubbed by now, but there was once a Youtube showing how an experienced geek can hack a voting machine in ... oh, five minutes. Maybe ten.
Wish I weren't so suspicious. Also wish we could go back to paper ballots.
Short answer on the voting machines. No. I share your suspicion.