Philandry is fondness, love, or admiration towards men. Its antonym is misandry.
Etymology
Philandry comes from philo- (loving) and Greek andro (man). The parallel Greek-based terms with respect to women (females) are philogyny for "fondness towards women" and misogyny for "hatred of women". Parallel terms for humanity generally are philanthropy and misanthropy.
References
Philandry Wikipedia(Text) CC BY-SA