It is not permissible to attend such parties as they are customs of the disbelievers. This prohibition is emphasized when there is mixing of the genders and alcohol is involved.
If there isn’t any of the above mentioned and you are forced to attend, it is permissible as little as possible. But with these sins involved, it is not permissible to attend at all.