Data Fence applies the "Principle of Least Privilege" to data. But the very nature of Least Privilege means that many systems will get some false positives until it learns (or is told) exactly what the programs on that particular system are that need to access a particular file.
This video discusses the problem and shows how a false positive can be resolved in about 10 seconds.
