The law requires taxpayers to accurately report all income and expenses on their returns.
However, if there are any expenses where you have taken an aggressive position or where you don't actually have the documentation to back them up, then you may wish to be more conservative in reporting your expenses. Otherwise, the risk in penalties and interest most likely outweighs your potential future gains.