You say cache I say memory leak.
You haven't given much thought to your eviction policy yet and that's 95% of the work in writing a decent cache. Your expired entries are only removed when someone tries to access them.
Consider the case when the cache is used poorly - i.e. you end up caching a huge number of things that are only accessed once. Without a subsequent access after they are expired, they aren't removed and you have a whole bunch of wasted memory.
Your cache also lacks thread safety - that's also a really, really bad thing for a general cache that you intend on using everywhere. A cache doesn't need to be thread safe if you intend on using it in a single threaded application. However, I'd argue that isn't how most caches are used.
Why don't you use something like MemoryCache to do all the hard work?