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Minnesota burglars are using Wi-Fi jammers to disable home security systems
(www.techspot.com)
This is a most excellent place for technology news and articles.
It depends on the frequency being deployed. Shit operating in the ~2/~5 ghz spectrum doesn't travel far at all, so unless an FCC agent is directly nearby when they're doing this, it's not going to be detected by them.
However, if you're illegally blasting in the <1k mhz spectrum, that does travel far and more importantly it interferes with common bands used by public safety, air traffic controllers, DoD, etc (ATC is around 100mhz, public safety typically around 800mhz, DoD around 300mhz (although this varies)). That interference will definitely start being noticed and it's a matter of time before you're caught.