Entries Tagged "hacking"

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Hacking AI Resume Screening with Text in a White Font

The Washington Post is reporting on a hack to fool automatic resume sorting programs: putting text in a white font. The idea is that the programs rely primarily on simple pattern matching, and the trick is to copy a list of relevant keywords—or the published job description—into the resume in a white font. The computer will process the text, but humans won’t see it.

Clever. I’m not sure it’s actually useful in getting a job, though. Eventually the humans will figure out that the applicant doesn’t actually have the required skills. But…maybe.

Posted on August 1, 2023 at 7:11 AM • View Comments

Disabling Self-Driving Cars with a Traffic Cone

You can disable a self-driving car by putting a traffic cone on its hood:

The group got the idea for the conings by chance. The person claims a few of them walking together one night saw a cone on the hood of an AV, which appeared disabled. They weren’t sure at the time which came first; perhaps someone had placed the cone on the AV’s hood to signify it was disabled rather than the other way around. But, it gave them an idea, and when they tested it, they found that a cone on a hood renders the vehicles little more than a multi-ton hunk of useless metal. The group suspects the cone partially blocks the LIDAR detectors on the roof of the car, in much the same way that a human driver wouldn’t be able to safely drive with a cone on the hood. But there is no human inside to get out and simply remove the cone, so the car is stuck.

Delightfully low-tech.

Posted on July 18, 2023 at 7:13 AM • View Comments

Buying Campaign Contributions as a Hack

The first Republican primary debate has a popularity threshold to determine who gets to appear: 40,000 individual contributors. Now there are a lot of conventional ways a candidate can get that many contributors. Doug Burgum came up with a novel idea: buy them:

A long-shot contender at the bottom of recent polls, Mr. Burgum is offering $20 gift cards to the first 50,000 people who donate at least $1 to his campaign. And one lucky donor, as his campaign advertised on Facebook, will have the chance to win a Yeti Tundra 45 cooler that typically costs more than $300—just for donating at least $1.

It’s actually a pretty good idea. He could have spent the money on direct mail, or personalized social media ads, or television ads. Instead, he buys gift cards at maybe two-thirds of face value (sellers calculate the advertising value, the additional revenue that comes from using them to buy something more expensive, and breakage when they’re not redeemed at all), and resells them. Plus, many contributors probably give him more than $1, and he got a lot of publicity over this.

Probably the cheapest way to get the contributors he needs. A clever hack.

EDITED TO ADD (7/16): These might be “straw donors” and illegal:

The campaign’s donations-for-cash strategy could raise potential legal concerns, said Paul Ryan, a campaign finance lawyer. Voters who make donations in exchange for gift cards, he said, might be considered straw donors because part or all of their donations are being reimbursed by the campaign.

“Federal law says ‘no person shall make a contribution in the name of another person,'” Mr. Ryan said. “Here, the candidate is making a contribution to himself in the name of all these individual donors.”

Richard L. Hasen, a law professor at the University of California, Los Angeles, who specializes in election law, said that typically, campaigns ask the Federal Election Commission when engaging in new forms of donations.

The Burgum campaign’s maneuver, he said, “certainly seems novel” and “raises concerns about whether it violates the prohibition on straw donations.”

Something for the courts to figure out, if this matter ever gets that far.

Posted on July 14, 2023 at 7:09 AM • View Comments

Wisconsin Governor Hacks the Veto Process

In my latest book, A Hacker’s Mind, I wrote about hacks as loophole exploiting. This is a great example: The Wisconsin governor used his line-item veto powers—supposedly unique in their specificity—to change a one-year funding increase into a 400-year funding increase.

He took this wording:

Section 402. 121.905 (3) (c) 9. of the statues is created to read: 121.903 (3) (c) 9. For the limit for the 2023-24 school year and the 2024-25 school year, add $325 to the result under par. (b).

And he deleted these words, numbers, and punctuation marks:

Section 402. 121.905 (3) (c) 9. of the statues is created to read: 121.903 (3) (c) 9. For the limit for the 2023-24 school year and the 2024–25 school year, add $325 to the result under par. (b).

Seems to be legal:

Rick Champagne, director and general counsel of the nonpartisan Legislative Reference Bureau, said Evers’ 400-year veto is lawful in terms of its form because the governor vetoed words and digits.

“Both are allowable under the constitution and court decisions on partial veto. The hyphen seems to be new, but the courts have allowed partial veto of punctuation,” Champagne said.

Definitely a hack. This is not what anyone thinks about when they imagine using a line-item veto.

And it’s not the first time. I don’t know the details, but this was certainly the same sort of character-by-character editing:

Mr Evers’ Republican predecessor once deploying it to extend a state programme’s deadline by one thousand years.

A couple of other things:

One, this isn’t really a 400-year change. Yes, that’s what the law says. But it can be repealed. And who knows that a dollar will be worth—or if they will even be used—that many decades from now.

And two, from now all Wisconsin lawmakers will have to be on the alert for this sort of thing. All contentious bills will be examined for the possibility of this sort of delete-only rewriting. This sentence could have been reworded, for example:

For the 2023-2025 school years, add $325 to the result under par. (b).

The problem is, of course, that legalese developed over the centuries to be extra wordy in order to limit disputes. If lawmakers need to state things in the minimal viable language, that will increase court battles later. And that’s not even enough. Bills can be thousands of words long. If any arbitrary characters can be glued together by deleting enough other characters, bills can say anything the governor wants.

The real solution is to return the line-item veto to what we all think it is: the ability to remove individual whole provisions from a law before signing it.

Posted on July 10, 2023 at 7:24 AM • View Comments

Belgian Tax Hack

Here’s a fascinating tax hack from Belgium (listen to the details here, episode #484 of “No Such Thing as a Fish,” at 28:00).

Basically, it’s about a music festival on the border between Belgium and Holland. The stage was in Holland, but the crowd was in Belgium. When the copyright collector came around, they argued that they didn’t have to pay any tax because the audience was in a different country. Supposedly it worked.

Posted on July 6, 2023 at 7:03 AM • View Comments

Stalkerware Vendor Hacked

The stalkerware company LetMeSpy has been hacked:

TechCrunch reviewed the leaked data, which included years of victims’ call logs and text messages dating back to 2013.

The database we reviewed contained current records on at least 13,000 compromised devices, though some of the devices shared little to no data with LetMeSpy. (LetMeSpy claims to delete data after two months of account inactivity.)

[…]

The database also contained over 13,400 location data points for several thousand victims. Most of the location data points are centered over population hotspots, suggesting the majority of victims are located in the United States, India and Western Africa.

The data also contained the spyware’s master database, including information about 26,000 customers who used the spyware for free and the email addresses of customers who bought paying subscriptions.

The leaked data contains no identifying information, which means people whose data was leaked can’t be notified. (This is actually much more complicated than it might seem, because alerting the victims often means alerting the stalker—which can put the victims into unsafe situations.)

Posted on June 28, 2023 at 7:17 AM • View Comments

The Software-Defined Car

Developers are starting to talk about the software-defined car.

For decades, features have accumulated like cruft in new vehicles: a box here to control the antilock brakes, a module there to run the cruise control radar, and so on. Now engineers and designers are rationalizing the way they go about building new models, taking advantage of much more powerful hardware to consolidate all those discrete functions into a small number of domain controllers.

The behavior of new cars is increasingly defined by software, too. This is merely the progression of a trend that began at the end of the 1970s with the introduction of the first electronic engine control units; today, code controls a car’s engine and transmission (or its electric motors and battery pack), the steering, brakes, suspension, interior and exterior lighting, and more, depending on how new (and how expensive) it is. And those systems are being leveraged for convenience or safety features like adaptive cruise control, lane keeping, remote parking, and so on.

And security?

Another advantage of the move away from legacy designs is that digital security can be baked in from the start rather than patched onto components (like a car’s central area network) that were never designed with the Internet in mind. “If you design it from scratch, it’s security by design, everything is in by design; you have it there. But keep in mind that, of course, the more software there is in the car, the more risk is there for vulnerabilities, no question about this,” Anhalt said.

“At the same time, they’re a great software system. They’re highly secure. They’re much more secure than a hardware system with a little bit of software. It depends how the whole thing has been designed. And there are so many regulations and EU standards that have been released in the last year, year and a half, that force OEMs to comply with these standards and get security inside,” she said.

I suppose it could end up that way. It could also be a much bigger attack surface, with a lot more hacking possibilities.

Posted on June 5, 2023 at 7:14 AM • View Comments

On the Poisoning of LLMs

Interesting essay on the poisoning of LLMs—ChatGPT in particular:

Given that we’ve known about model poisoning for years, and given the strong incentives the black-hat SEO crowd has to manipulate results, it’s entirely possible that bad actors have been poisoning ChatGPT for months. We don’t know because OpenAI doesn’t talk about their processes, how they validate the prompts they use for training, how they vet their training data set, or how they fine-tune ChatGPT. Their secrecy means we don’t know if ChatGPT has been safely managed.

They’ll also have to update their training data set at some point. They can’t leave their models stuck in 2021 forever.

Once they do update it, we only have their word—pinky-swear promises—that they’ve done a good enough job of filtering out keyword manipulations and other training data attacks, something that the AI researcher El Mahdi El Mhamdi posited is mathematically impossible in a paper he worked on while he was at Google.

Posted on May 25, 2023 at 7:05 AM • View Comments

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Sidebar photo of Bruce Schneier by Joe MacInnis.