No, the negation of "you know nothing" is "you know something". "You know nothing" is of the form $(\forall x) \: \
eg P(x)$, where $P(x)$ is "you know $x$". So its negation is $(\exists x) \: P(x)$, which is "you know something" or slightly more precisely "you know at least one thing".