I discussed fraudulent genealogies yesterday. Here's a good link for more info, including families affected.
Here are some other links of interest:
There is also the unintentional disaster. Many of us latch onto family trees, genealogies, etc. that are flat out wrong in the connections made by the authors. No harm is intended in most cases, just misguided research.