Tuesday, April 19, 2005

TSA Security No Better Than Pre-9/11 Airport Security

Interesting bit I caught on Schneier.

I'll wait for the report before making too many judgments, since the words are coming out of politicos. I just can't be that trusting on their analysis of anything.

Schneier has a good quote from his book on why this shouldn't be a surprise though.
I wrote about it in Beyond Fear (pages 153-4):

No matter how much training they get, airport screeners routinely miss guns and knives packed in carry-on luggage. In part, that's the result of human beings having developed the evolutionary survival skill of pattern matching: the ability to pick out patterns from masses of random visual data. Is that a ripe fruit on that tree? Is that a lion stalking quietly through the grass? We are so good at this that we see patterns in anything, even if they're not really there: faces in inkblots, images in clouds, and trends in graphs of random data. Generating false positives helped us stay alive; maybe that wasn't a lion that your ancestor saw, but it was better to be safe than sorry. Unfortunately, that survival skill also has a failure mode. As talented as we are at detecting patterns in random data, we are equally terrible at detecting exceptions in uniform data. The quality-control inspector at Spacely Sprockets, staring at a production line filled with identical sprockets looking for the one that is different, can't do it. The brain quickly concludes that all the sprockets are the same, so there's no point paying attention. Each new sprocket confirms the pattern. By the time an anomalous sprocket rolls off the assembly line, the brain simply doesn't notice it. This psychological problem has been identified in inspectors of all kinds; people can't remain alert to rare events, so they slip by.

The tendency for humans to view similar items as identical makes it clear why airport X-ray screening is so difficult. Weapons in baggage are rare, and the people studying the X-rays simply lose the ability to see the gun or knife. (And, at least before 9/11, there was enormous pressure to keep the lines moving rather than double-check bags.) Steps have been put in place to try to deal with this problem: requiring the X-ray screeners to take frequent breaks, artificially imposing the image of a weapon onto a normal bag in the screening system as a test, slipping a bag with a weapon into the system so that screeners learn it can happen and must expect it. Unfortunately, the results have not been very good.

This is an area where the eventual solution will be a combination of machine and human intelligence. Machines excel at detecting exceptions in uniform data, so it makes sense to have them do the boring repetitive tasks, eliminating many, many bags while having a human sort out the final details. Think about the sprocket quality-control inspector: If he sees 10,000 negatives, he's going to stop seeing the positives. But if an automatic system shows him only 100 negatives for every positive, there's a greater chance he'll see them.
I have to agree with him fully on that.

No comments: