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Data Mining In Law Enforcement

jcatcw points out a blog entry by Scott McPherson, CIO for the Florida House of Representatives. McPherson condemns the state of data sharing and data mining in law enforcement, saying that the US causes itself a great deal of trouble by focusing more on "antiterror armor and nuke-sniffing devices" than a useful information distribution network. He discusses a few such projects, and how they could have directly affected the events of 9/11. Quoting: "One of those ingenious things that actually worked, Seisint founder Hank Asher's brilliant MATRIX system, remains mired in controversy and politics. Hank showed me MATRIX just a few short weeks after the 9/11 attacks. Using law enforcement data and commercial data, all of the commercial data available in the public domain, Asher's query produced [hijacker Mohamed] Atta's photo -- and about 80 others, many of them fellow 9/11 hijackers, many of them associates of the 9/11 hijackers. It was simple data mining and algorithms, and none of the information was obtained illegally."

11 of 148 comments (clear)

  1. Wonder how long until this is all public domain by Anonymous Coward · · Score: 3, Interesting

    I keep watching the bar for spying on people get lower and lower.

    First it was suspected enemy agentz.
    Then it was suspected associates, even though separation may be 3-4 people away in a chain.
    Now its anyone suspected of a crime.

    How long until everyone is dumped in this database for not just intel or law enforcment, but potential employers, stalkers, and violent criminals data mining for easy marks?

  2. Hmm by TubeSteak · · Score: 3, Interesting

    Hank showed me MATRIX just a few short weeks after the 9/11 attacks. Using law enforcement data and commercial data, all of the commercial data available in the public domain, Asher's query produced Atta's photo -- and about 80 others, many of them fellow 9/11 hijackers, many of them associates of the 9/11 hijackers.

    It was simple data mining and algorithms, and none of the information was obtained illegally. 1. He doesn't tell us what the "Asher's query" was, leaving us with the impression that anyone could magically ask the right question and stop crime.

    2. I wonder what he means by "commercial data available in the public domain". Either it's commercial and you have to pay for it, or it's public domain. My long distance calling patterns are commercial data (and is sold by the phone company for marketing), but they're not "public domain" in the way that most of us would understand it.
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  3. Re:Hindsight is 20/20 by FredThompson · · Score: 4, Interesting

    Exactly. "Connecting the dots" is always easier when you know the connections. Discovering them is a lot harder.

    This guy also doesn't seem to have much knowledge of intel gathering. The idea that forward projection isn't happening is...uh...wrong, and that's all I'll say on the matter (disclaimer: I'm ex-NSA)

    He also doesn't seem to comprehend the concept of misdirection, as the term is used by performance magicians.

    I'd guess he can't even pronounce the name, "Sun Tzu", let alone have read the writings.

  4. Maybe by oodaloop · · Score: 4, Interesting

    I have a lot of issues with the various things in this article, but I'll keep it to one for now. Maybe Atta could have been arrested because of better coordination between local law enforcement. But his arrest almost certainly would NOT have prevented 9/11. Moussawi was supposed to be there that fateful day, and it still went down. One person arrested, even one of the many masterminds, would not have prevented it.

    Also, no local law enforcement officer would have been able to piece together this plot from looking through one car BEFORE the event. Piloting multiple planes simultaneously into various landmarks was just too implausible to be believed before it happened. Even if John McClain himself figured it out, he wouldn't be able to convince anyone to help him stop 19 other people from boarding planes in multiple airports.

    Sharing information sure beats what we're doing now, both in law enforcement and the intelligence community where I work, which is holding everything close so no one else can take credit. But let's not exaggerate the benefits here.

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  5. what 70% of the population missed by v1 · · Score: 1, Interesting

    "It was simple data mining and algorithms, and none of the information was obtained illegally"

    It's a shame more of the public doesn't realize that it's not necessary to either break the law or pass laws to legalize violations of one's rights, to provide reasonable protection for the public good.

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  6. License plates by sootman · · Score: 3, Interesting

    You often hear about the police pulling over some guy for whatever reason and finding out he had an outstanding warrant or something. I've always wondered why they don't equip police cars with a video camera and the ability to OCR every single plate that comes into view. License plates all use the same font, so they should be easy to OCR, and in theory they use a high-visibility color scheme (though that's not always the case.) The camera would scan, read the characters, and compare it to a big list of stolen vehicles, stolen license plates, vehicles that fled accident scenes or other crimes, vehicles that belong to people that have warrants, Amber alerts, etc., and any "interesting" plates would pop up on the laptop that's now in most police cars.

    I'm not saying it would put up a big "pull over and detain!" notice, but it could pop up the plate, the vehicle it should be on, the owner, and why it's of interest, then the officer would decide what to do. I.e., if a car pops up as belonging to a wanted 22-year-old male but it's obviously someone else in the car (too old, wrong gender, etc.) then they would ignore it.

    Of course, like anything, there is the potential for abuse, but before you freak out about privacy, remember that driving, by definition, is a very public act. We're not talking about millimeter-wave radio or looking behind closed curtains with an infrared camera, we're talking about reading the required-by-law several-inch-high unique identifier on a hunk of steel with unobstructed windows on the public roads. If you're wanted and don't want to get caught, it's your responsibility to not go out in public with a visible unique identifier.

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    1. Re:License plates by hab136 · · Score: 1, Interesting

      I'm not saying it would put up a big "pull over and detain!" notice, but it could pop up the plate, the vehicle it should be on, the owner, and why it's of interest, then the officer would decide what to do. I.e., if a car pops up as belonging to a wanted 22-year-old male but it's obviously someone else in the car (too old, wrong gender, etc.) then they would ignore it.

      The car belongs to a 22 year old male, a 50 year old woman is driving it, obviously stolen. Pull over and handcuff the driver with my gun drawn and ready to shoot if she gives me any lip. /cop thinking

      Of course, like anything, there is the potential for abuse, but before you freak out about privacy, remember that driving, by definition, is a very public act. We're not talking about millimeter-wave radio or looking behind closed curtains with an infrared camera, we're talking about reading the required-by-law several-inch-high unique identifier on a hunk of steel with unobstructed windows on the public roads. If you're wanted and don't want to get caught, it's your responsibility to not go out in public with a visible unique identifier.

      Nobody's worried about criminals getting caught. We are worried about installing a system that would only take a policy decision (possibly secret, possibly illegal) to turn an acceptable system into a full-time surveillance tool for persecuting political enemies of the state or even of the individual cops. History has shown us that if something can be abused, it will be, regardless of political party or system of government.
    2. Re:License plates by Wrath0fb0b · · Score: 3, Interesting

      Yeah, it's also not hard to get a screwdriver and steal someone else's plate. It's not wise for a criminal to do so because having fraudulent/stolen/non-matching plates gives the officer a whole lot of PC in case he pulls you over for something minor. Just a terrible idea all around.

      I never understood why anyone involved in lucrative crime (drugs mainly) would ever commit even the most minor violation (I imagine the successful ones that you don't read about in the blotter do just this). If I were carrying anything even remotely illegal, I would make sure all my blinkers and lights work, that the plates insurance, registration and driver's license that I hand the officer are all spotless and in my name. I wouldn't speed, change lanes, honk, swerve or even imperceptibly roll a stop sign. The fact that criminals routinely cannot implement even this smallest amount of common sense boggles the mind. It's as if they just aren't thinking at all.

  7. Algorithms are easy by Mr.+Underbridge · · Score: 3, Interesting

    This guy also doesn't seem to have much knowledge of intel gathering. The idea that forward projection isn't happening is...uh...wrong, and that's all I'll say on the matter (disclaimer: I'm ex-NSA)

    If you're ex-NSA, then you also know that the difficulty isn't in writing the algorithms, it's in getting somebody to stitch together all the goddamn databases that are strung out all over creation.

    Shit, *I* can write the social networking algorithms, anomaly detection, etc. But it doesn't do any good if you don't have the data integrated, and despite what's happened the last 8 years we still don't have it.

    I also don't get the false dichotomy the author uses to rag on sensor-based detection.

    1. Re:Algorithms are easy by Anonymous Coward · · Score: 1, Interesting

      Shit, *I* can write the social networking algorithms, anomaly detection,

      As someone who researches both those things, I call BS. Any undergrad who's taken introductory graph theory or machine learning can write an algorithm for finding communities in networks, or anomaly detection. That does not mean (a) the algorithm is based on robust statistics and not ad-hoc tomfoolery and (b) the algorithm hits your real-world design criteria (minimize false positives, etc).

      Neural networks and the like were thought to be the end-all of classification, until SVMs came along -- any idiot can hack up a neural net, but the SVM is based on some SOLID mathematics.

  8. Re:Bad news actually by ruin20 · · Score: 3, Interesting

    The fact of the matter is that most "innocent" civilians aren't at all "innocent". We all break the law, on a daily basis. Be it five over the speed limit, downloading music, misreporting income, littering, whatever, we almost all break some part of the law. It's left up to the officer's discretion to enforce or not enforce. And giving him more information with which to make that decision isn't a bad thing. You can't say we can't have more efficient tools because they can be abused more efficiently. You obviously don't live anywhere where there's a real crime problem. The same analysis tools that are used in this database could be applied to the police force and used to examine the cops for abuses. This should increase transparency, and that should decrease abuse.

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