They're going to spot it, and they're going to confiscate it. (Legally or not, I can't say with confidence.) That is, unless they don't know what it is.
If it can be passed of as some other type of device, you might pull it off.
If I worked for the TSA, I'd have already independently tested it myself, but I don't think the typical smurf would.