| ▲ | Google API keys weren't secrets, but then Gemini changed the rules(trufflesecurity.com) |
| 805 points by hiisthisthingon 17 hours ago | 165 comments |
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| ▲ | qudent 6 hours ago | parent | next [-] |
| In Google AI Studio, Google documentation encourages to deploy vibecoded apps with an open proxy that allow equivalent AI billing abuse - giving the impression that the API key were secure because it is behind a proxy. Even an app with 0 AI features exposes dollars-per-query video models unless the key is manually scoped. Vulnerable apps (all apps deployed from AI Studio) are easily found by searching Google, Twitter or Hacker News. https://github.com/qudent/qudent.github.io/blob/master/_post... |
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| ▲ | gib444 3 hours ago | parent [-] | | Surely this is some kind of illegal on Google's part? Encouraging such easy access to your account, for their benefit --- edit: Downvoted for asking an honest question. Stay classy, HN! | | |
| ▲ | qudent 2 hours ago | parent | next [-] | | I think the fact that it is not possible to put hard spending caps on API keys might be ruled illegal by some EU court soon enough, at least when they sell to consumers (given the explosion of vibecoding end-users making some apps). When I use OpenAI, Openrouter etc., I can put 10 $ on my API key, and when the key leaks, someone can use these 10 $ and that's it. With Google, there is no way to do that - there are extremely complicated "billing alerts" https://firebase.google.com/docs/projects/billing/advanced-b... , but these are time-delayed e-mails and there is no out of the box way to do the straightforward thing, which is to actually turn off the tap automatically once a budget is spent. The only native way to set a limit enforced immediately is by rate limiting - but I didn't see params which made it safe while usable in my case. (a legal angle might be the Unfair Contract Terms Directive in the EU, though plenty of individual countries have their own laws that may apply to my understanding. A quite equivalent situation were the "bill shock" situations for mobile phone users, where people went on vacation and arrived home to an outrageously high roaming bill that they didn't understand they incurred. This is also limited today in the EU; by law, the service must be stopped after a certain charge is incurred) | | |
| ▲ | Nathanba an hour ago | parent [-] | | let's hope it happens soon, I'm pretty sick of this reality where companies get to charge you whatever they want and it's designed to always be your fault | | |
| ▲ | Eddy_Viscosity2 14 minutes ago | parent [-] | | > I'm pretty sick of this reality where companies get to charge you whatever they want and it's designed to always be your fault But have you considered it from the companies POV? Charging whatever you like and its always the customers fault is a pretty sweet deal. Up next in the innovation pipeline is charging customers extra fees for something or other. It'll be great! |
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| ▲ | RobotToaster 2 hours ago | parent | prev | next [-] | | Sure, after 6 years in court you may get a settlement, 95% of which will go towards paying your legal fees. | | |
| ▲ | thepasch 2 hours ago | parent [-] | | > 95% of which will go towards paying your legal fees laughs in European | | |
| ▲ | pineaux 2 hours ago | parent [-] | | I laughed. No in europe when you win a case like this the judge usually forces the losing party to pay the legal expenses of the winner. Especially if the losing party is a big corporation. | | |
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| ▲ | gmerc 2 hours ago | parent | prev | next [-] | | Not illegal enough to worry about. nothing a peace board donation can’t fix. | |
| ▲ | Matl 32 minutes ago | parent | prev [-] | | How dare you question a corporation's ability to make unlimited money? |
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| ▲ | devsda 9 hours ago | parent | prev | next [-] |
| > Leaked key blocking. They are defaulting to blocking API keys that are discovered as leaked and used with the Gemini API. There are no "leaked" keys if google hasn't been calling them a secret. They should ideally prevent all keys created before Gemini from accessing Gemini. It would be funny(though not surprising) if their leaked key "discovery" has false positives and starts blocking keys from Gemini. |
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| ▲ | 827a 8 hours ago | parent [-] | | Yeah its tremendously unclear how they can even recover from this. I think the most selective would be: they have to at minimum remove the Generative Language API grant from every API key that was created before it was released. But even that isn't a full fix, because there's definitely keys that were created after that API was released which accidentally got it. They might have to just blanket remove the Generative Language API grant from every API key ever issued. This is going to break so many applications. No wonder they don't want to admit this is a problem. This is, like, whole-number percentage of Gemini traffic, level of fuck-up. Jesus, and the keys leak cached context and Gemini uploads. This might be the worst security vulnerability Google has ever pushed to prod. | | |
| ▲ | decimalenough 7 hours ago | parent | next [-] | | The Gemini API is not enabled by default, it has to be explicitly enabled for each project. The problem here is that people create an API key for use X, then enable Gemini on the same project to do something else, not realizing that the old key now allows access to Gemini as well. Takeaway: GCP projects are free and provide strong security boundaries, so use them liberally and never reuse them for anything public-facing. | | |
| ▲ | rezonant 7 hours ago | parent | next [-] | | Imagine enabling Maps, deploying it on your website, and then enabling Google Drive API and that key immediately providing the ability to store or read files. It didn't work like that for any other service, why should it work that way for Gemini. Also, for APIs with quotas you have to be careful not to use multiple GCP projects for a single logical application, since those quotas are tracked per application, not per account. It is definitely not Google's intent that you should have one GCP project per service within a single logical application. | | |
| ▲ | edoceo 6 hours ago | parent [-] | | Really? I make multiple GCP projects per app. One project for the (eg) Maps API, one for Drive, one for Mail, one for $THING. Internal corp-services might have one project with a few APIs enabled - but for the client-app that we sell, there are many projects with one or two APIs enabled only. | | |
| ▲ | rezonant 4 hours ago | parent [-] | | If you ever have to enable public OAuth on such a project, you'll need to provide a list of all the API projects in use with the application, and Google Trust and Safety will pressure you to merge them together into a single GCP project. I've been through it. You can do what you're describing but it's not the model Google is expecting you to use, and you shouldn't have to do that. It seems what happened here is that some extremely overzealous PM, probably fueled by Google's insane push to maximize Gemini's usage, decided that the Gemini API on GCP should be default enabled to make it easier for people to deploy, either being unaware or intentionally overlooking the obvious security implications of doing so. It's a huge mistake. |
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| ▲ | franga2000 5 hours ago | parent | prev | next [-] | | Isn't there a limit to the number of projects you can make and then you have to ask support to increase it? | | |
| ▲ | simoncion an hour ago | parent [-] | | There is, yes. The rumor mill suggests that the default limit is 30. At $DAYJOB, we had a (not very special) special arrangement with GCP, and I never heard of anyone who was unable to create a project in our company's orgs [0]. Given how Google never, ever wants to have a human do customer support, I expect a robot will quickly auto-approve requests for "number of projects" quota increases. I know that's how it worked at work. [0] ...with the exception of errors caused by GCP flakiness and other malfunction, of course. | | |
| ▲ | kl4m an hour ago | parent [-] | | Many products using the Cloud APIs auto-create projects. I know of AI Studio and Google Script (including scripts embedded in Docs, Sheets, etc) So many organizations have the IAM "Project creator" role assigned to everyone at the org level. I think it's even a default. |
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| ▲ | refulgentis 7 hours ago | parent | prev [-] | | I’m usually client side dev, and am an ex googler and very curious how this happened. I can somewhat follow this line of thinking, it’s pretty intentional and clear what you’re doing when you flip on APIs in the Google cloud site. But I can’t wrap my mind around what is an API key. All the Google cloud stuff I’ve done the last couple years involves a lot of security stuff and permissions (namely, using Gemini, of all things. The irony…). Somewhat infamously, there’s a separate Gemini API specifically to get the easy API key based experience. I don’t understand how the concept of an easy API key leaked into Google Cloud, especially if it is coupled to Gemini access. Why not use that to make the easy dev experience? This must be some sort of overlooked fuckup. You’d either ship this and API keys for Gemini, or neither. Doing it and not using it for an easier dev experience is a head scratcher. | | |
| ▲ | StilesCrisis a few seconds ago | parent [-] | | They started off behind, and have been scrambling to catch up. This means they didn't get the extra year of design-doc hell before shipping, so mistakes were made. |
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| ▲ | brookst 6 hours ago | parent | prev | next [-] | | I started replying with a clever approach to layer scopes onto keys… but nope. Doesn’t work. How did this get past any kind of security review at all? It’s like using usernames as passwords. | | |
| ▲ | Ekaros 4 hours ago | parent [-] | | Maliciously thinking allowing this increase billable. Thus it increases the bottom line and make stock go up... Which is good for vesting... |
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| ▲ | crest 7 hours ago | parent | prev [-] | | I hope Google has a database with the creation timestamp for every API key they issued. | | |
| ▲ | ddalex 3 hours ago | parent [-] | | I think Google has a database with everything. EVERYTHING. |
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| ▲ | oompty 8 hours ago | parent | prev | next [-] |
| Ohh so that's how that happened. I had noticed (purely for research purposes of course) that some of Google's own keys hardcoded into older Android images were useable for Gemini (some instantly ratelimited so presumably used by many other people already but some still usable) until they all got disabled as leaked like two months ago. They also had over time disabled Gemini API access on some of them over them beforehand. |
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| ▲ | addandsubtract 6 minutes ago | parent [-] | | I also noticed lots of Github projects expose their gemini key and was confused. This explains a lot. |
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| ▲ | warmedcookie 9 hours ago | parent | prev | next [-] |
| What's frustrating is that a lot of these keys were generated a long time ago with a small amount of GCP services that they could connect to. (Ex. Firebase remote config, firestore, etc.) When Gemini came around, rather than that service being disabled by default for those keys, Gemini was enabled, allowing exploiters to easily utilize these keys (Ex. a "public" key stored in an APK file) |
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| ▲ | decimalenough 7 hours ago | parent [-] | | Gemini API is not enabled by default, a project owner has to go explicitly enable it. The problem described here is that developer X creates an API key intended for Maps or something, developer Y turns on Gemini, and now X's key can access Gemini without either X or Y realizing that this is the case. The solution is to not reuse GCP projects for multiple purposes, especially in prod. | | |
| ▲ | rezonant 7 hours ago | parent | next [-] | | Please see my response to your pasted comment in another thread: for many APIs that you can enable on a GCP project, you are intended to use the same GCP project across the whole application for quota tracking. Google even makes you assert that you are only using one GCP project (or at least list out all GCP projects, which APIs are enabled on them and what their purpose is and why you have more than one) when seeking approval for public facing OAuth. | |
| ▲ | alphalima 5 hours ago | parent | prev | next [-] | | You are wrong that increasing projects have no cost; many services have project based costs (Cloud Armour rules cannot be used cross project at the base tier), many services (mostly observeability) degrade significantly cross project, the Google Cloud Console _sucks_ cross project. You are also wrong in saying there are no projects that could reasonably have a safe api key made unsafe by this exploit. One example, a service that has firebase auth must publish the key (Google's docs recommend). Later, you add gen ai to that service, managing access using IAM/service accounts (the proper way). You've now elevated the Firebase Auth Key to be a Gemini key. Really undeniably poor from Google. | | | |
| ▲ | deaux 5 hours ago | parent | prev | next [-] | | The problem is Google explicitly stating that those API keys are not secret and should be public, which indeed was true until Gemini came around. | |
| ▲ | Dylan16807 3 hours ago | parent | prev | next [-] | | It's not enabled by default on projects but it's enabled by default on keys. It shouldn't be enabled by default on either one. | |
| ▲ | flomo 5 hours ago | parent | prev [-] | | Or usecase: developer X stopped using Maps/etc N years ago, and is long gone, and then developer Y stumbles into the company's google api console. Of course, Google is full of smart anti-fraud experts, they just handle 80% of this shit on the back-end, so they don't care about the front-end pain. |
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| ▲ | lastdong 4 hours ago | parent | prev | next [-] |
| This is mind-blowing, and it defies all security common sense. Changing global API keys permissions? Come on! We’re accustomed to seeing issues like this from Redmond but didn’t expect it from Google. |
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| ▲ | bob1029 3 hours ago | parent [-] | | Out of all of the cloud providers, I find Microsoft's authentication stack to be the most legible and stable. Everything else really sucks though. | | |
| ▲ | RobotToaster 2 hours ago | parent [-] | | You know things are bad when Microsoft is the most stable... | | |
| ▲ | simoncion an hour ago | parent [-] | | As someone who has used very many "cloud providers" (including GCP, AWS, and Azure), it cannot be said that Azure is the most stable. GCP is far better for stability and reliability than Azure. The extensive experience with Enterprise Authentication that the decades of use of Active Directory has given Microsoft may mean that their SSO and Enterprise Authentication stuff is the best out of those on offer. I wouldn't know about that... I just made (and destroyed) VMs and was often driven to frustration whenever Azure failed to reliably perform that simple task. |
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| ▲ | Havoc 4 hours ago | parent | prev | next [-] |
| Someone on the Google subreddit did report getting a 80k bill yesterday from a Gemini key. I’m very careful with Google and co since they’re so intent on infinite scaling access to your wallet |
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| ▲ | twism 14 minutes ago | parent | next [-] | | I think GCP has a setting for max monthly spend and is enabled by default | |
| ▲ | le-mark an hour ago | parent | prev | next [-] | | This and problematic Gemini pro availability are why I pay for two other ai services and won’t pay google. | | |
| ▲ | hparadiz an hour ago | parent [-] | | About 10 years ago I got $100 for free to use on AdSense. I used it for fun not realizing it keeps going and then billed me. Since then I basically don't use any Google paid products. Hope that $250 was worth it. | | |
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| ▲ | KomoD an hour ago | parent | prev [-] | | > Someone on the Google subreddit did report getting a 80k bill yesterday from a Gemini key. Do you have a link? | | |
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| ▲ | louison11 8 hours ago | parent | prev | next [-] |
| This seems so… obvious? How can a company of this size, with its talent and expertise, not have standardized tests or specs preventing such a blatant flaw? |
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| ▲ | SlightlyLeftPad 8 hours ago | parent | next [-] | | First of all, Google is a shell of the company it used to be. That said, I’d actually argue there’s an evolutionary explanation behind this where at a certain size, and more importantly complexity, an oversight like this becomes even more likely, not less. | | |
| ▲ | zahlman 4 hours ago | parent | next [-] | | Another takeaway: if Google can become a shell of what it once was (in terms of institutional competence, I assume you mean; Alphabet market cap seems to be doing just fine), so can your organization. As such: making something that isn't supposed to be part of your security strategy, look like it could be, is actually a long-term security risk. Sooner or later a new team will not read your own documentation, and jump to wrong conclusions. Also, it probably trains a bad security posture into your users. How many inexperienced devs saw that it was safe and expected (and apparently even required) to leave these keys out in the open, and concluded that the same logic might apply to someone else's API keys? I think this was much less likely to happen without the needless obfuscation. If the only purpose is to identify what project the data is for, and you're trusting the client to report that value, and counseling the client to use that value in a way that trivially exposes it to everyone... what is the point of making it look like cryptic garbage? Just use the account signup name or something, and don't call it a "key" in your query parameters. Keys are supposed to unlock stuff. A name tag is not a key. | | |
| ▲ | SlightlyLeftPad 2 hours ago | parent [-] | | A thing I’ve learned about market cap in tech recently is that actually very little needs to get done on the core product. The momentum behind the brand is what carries the stock through time. The brand becomes its own compounding monetary instrument. Google had built a very very strong brand over the last 25 years or so. Only now is that starting to shift away from them. Because of that, I think we’ll start seeing them take more bold risks or they’ll be crushed by the weight of their own bureaucracy. This also tends to be the same reason startups can disrupt so swiftly. An oversimplified version is this: So there are two core very critical components to the mid/late-phase tech megacorp strategy, you need to protect the core money printing product at all cost first and sustain that fiercely over a long period of time (decade+), then use any and all profits to find/fund the next cash cow, looking for optionality. While doing that, grow the market or consume a larger share of market. Google benefited from mainly the latter two and all while the internet blew up globally, funneling even more money into the machine. It’s no secret that nearly every Google product that wasn’t search, lost them money. They were searching for the next big thing. They likely were some of the first to see AI as exactly that but moved too slowly to commercialize. Likely because of bureaucracy risk and also perhaps some sense of altruism in knowing the cataclysmic impacts AI could have. There have been plenty of former Google employees confirming this. They also used to do things just to be cool, but those days have been long gone since Larry Page tapped out (and probably a few years before that, about a decade). Since then they’ve almost completely lost sight of what made them so successful that nobody even knows their vision or identity as a company today. These don’t correlate to market cap but they do silently lead to stagnation. Their brand protects them from quite a lot but it’s not invincible. |
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| ▲ | ryanjshaw 7 hours ago | parent | prev | next [-] | | Seems like they ought to be dedicated security teams monitoring for exactly this: does a key to X give users access to not-X. Even more bizarre is their VDP team not immediately understanding the severity of the issue. | | |
| ▲ | ori_b 6 hours ago | parent | next [-] | | And slow down the time to ship things? The shareholders wouldn't like that. | | | |
| ▲ | jascha_eng 5 hours ago | parent | prev | next [-] | | That's how you slow down development to a crawl | | |
| ▲ | vincnetas 5 hours ago | parent | next [-] | | Yeah, lets just start building a house and don't wait for architects to finish the blueprints :) They just slowing us down with all that thinking things through stuff. | |
| ▲ | bandrami 4 hours ago | parent | prev [-] | | That's fine. Right is better than now. |
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| ▲ | otikik 4 hours ago | parent | prev [-] | | "Don't worry, we have Gemini looking at this very issue right now for all teams" | | |
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| ▲ | brookst 6 hours ago | parent | prev | next [-] | | I don’t see it. Imagine for a moment the there is no oversight. Every intern can ship prod code with their own homemade crypto. How do you, in a retail business, agree to accept credentials that anyone can mint for free? I mean obviously it happened. But… this doesn’t even seem like a compliance mistake. It’s a business-level mistake. | | |
| ▲ | carlmr 6 hours ago | parent [-] | | If you've never worked in a large corporate environment you don't know how stupid things become. In a perfect bureaucracy nobody thinks. |
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| ▲ | mihaaly 5 hours ago | parent | prev | next [-] | | I feel it in a smaller but forced growing organization as the combination of atomised responsibilities and confused/overloaded coordination. For - a certian kind of - efficiency people are isolated into their responsibility area that they are able to oversee/comprehend - with accountability - that a manegement layer is supposed to coordinate. If the mangemenet layer is now overloaded or poorly executed - confused in case of evolution and growth and any kind of restructuring - but the atomic responsibility areas are having basically no (other than anecdotic employee chatter) oversight then troubles, even obvious ones, go undetected. | |
| ▲ | anonnon 4 hours ago | parent | prev [-] | | > First of all, Google is a shell of the company it used to be. Isn't that squarely at odds with Google's supposed AI prowess? Is the rot really so severe that their advances in AI (including things they've yet to make public) are insufficient to overcome it? Or are the capabilities of Gemini and AI systems in general being oversold? | | |
| ▲ | big-and-small 3 hours ago | parent | next [-] | | > Or are the capabilities of Gemini and AI systems in general being oversold? I pretty much sure that if anyone asked Gemini "Is it good idea to retroactively opt-in new services into for old API keys?" it would suggest it's bad idea. Problem is that no one asked. | |
| ▲ | rsynnott 3 hours ago | parent | prev [-] | | … Of course they are being oversold. But also, I don’t think even Google would claim that their LLM stuff can solve problems like this. |
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| ▲ | adenta 8 hours ago | parent | prev | next [-] | | Stuff like this was proposed to be added to standard interviews, but they were too busy reversing binary trees | |
| ▲ | rawgabbit 7 hours ago | parent | prev | next [-] | | Security. The final frontier. Where no developer has ever bothered before. | | |
| ▲ | zahlman 4 hours ago | parent [-] | | To boldly allow to go where many have gone before (but shouldn't have been able to)... |
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| ▲ | j16sdiz 7 hours ago | parent | prev | next [-] | | in a company of this size ... left hand don't know what right hand is doing | |
| ▲ | acheron 7 hours ago | parent | prev | next [-] | | Their “talent and expertise” is mostly in selling ads. | |
| ▲ | gamblor956 8 hours ago | parent | prev [-] | | They probably used the in house AI tools to build this. | | |
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| ▲ | 827a 8 hours ago | parent | prev | next [-] |
| Is the implication at the end that Google has not actually fixed this issue yet? This is really bad; a massive oversight, very clearly caused by a rush to get Gemini in customers' hands, and the remediation is in all likelihood going to nuke customer workflows by forcing them to disable keys. Extremely bad look for Google. |
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| ▲ | vincnetas 5 hours ago | parent | prev | next [-] |
| This totally reminds me of SSN use, when initially they were just a number (not secret) to identify a person, and then suddenly people started to use them as a key for authorisation, because someone had a bright idea how to implement things fast/simple/cheap (cheap part comes at expense of others) |
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| ▲ | bob1029 2 hours ago | parent | next [-] | | Tax ids were never meant to be used as a form of global identification. If you go look in a real bank core, you'll find this field does not have any uniqueness constraints. | |
| ▲ | lpribis 4 hours ago | parent | prev [-] | | Rather than being about fast/simple/cheap, I think using SSN as a key was more about the fact that SSN is the only common identifier that almost all US citizens have. | | |
| ▲ | Dylan16807 3 hours ago | parent | next [-] | | I think you're using the word "key" differently than OP. You're talking about identifiers, and they're talking about security. SSNs were a good potential identifier, until the people that needed security cheaped out and started using SSNs as a bad implementation of security. Now they're bad at both purposes! | |
| ▲ | breakingcups 3 hours ago | parent | prev [-] | | Yes, designing and implementing a new common identifier almost all US citizens have would have been less cheap and fast. |
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| ▲ | ZiiS 3 hours ago | parent | prev | next [-] |
| Unrestricted API keys were always secrets. They are created on a page called "Keys & Credentials". The fact that Google even allows unrestricted keys to be created has been a long standing security problem. The fact their docs encouraged it remains unforgivable. |
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| ▲ | ceejayoz an hour ago | parent [-] | | Public keys are a thing in computing, though? Google Maps has one, even. And Stripe. |
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| ▲ | voidUpdate 4 hours ago | parent | prev | next [-] |
| > This makes sense. These keys were designed as project identifiers for billing, and can be further restricted with (bypassable) controls like HTTP referer allow-listing. They were not designed as authentication credentials. Can't you just run up a huge bill for a developer by spamming requests with their key? I don't see how this wasn't always an issue? |
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| ▲ | michaelt 3 hours ago | parent | next [-] | | Keys could have certain restrictions [1] such as HTTP Referer, which meant you couldn't just embed a map on your website and charge a different website for the views. Not perfect protection of course - an attacker could spam requests with all the right headers if they wanted to - but it removes one of the big motivations for copying someone else's API key. [1] https://docs.cloud.google.com/api-keys/docs/add-restrictions... | | |
| ▲ | voidUpdate 3 hours ago | parent [-] | | I was thinking more maliciously targeting the developer and running up a huge bill than reusing their key for your use |
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| ▲ | chinathrow 4 hours ago | parent | prev [-] | | I guess this was an issue all along - but the cost per request is most def way higher for LLM API calls than for e.g. a Maps API call. | | |
| ▲ | joking 3 hours ago | parent [-] | | with llms maybe you can reuse their api for your own benefit instead of just showing some maps, so the issue is even worse that only cost. |
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| ▲ | klooney 7 hours ago | parent | prev | next [-] |
| > Retroactive Privilege Expansion. You created a Maps key three years ago and embedded it in your website's source code, exactly as Google instructed. Last month, a developer on your team enabled the Gemini API for an internal prototype. Your public Maps key is now a Gemini credential. Anyone who scrapes it can access your uploaded files, cached content, and rack up your AI bill. Nobody told you. Malpractice/I can't believe they're just rolling forward |
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| ▲ | crest 7 hours ago | parent | next [-] | | They should limit the new features to new API keys that explicitly opt-in instead of fucking over every user who trusted their previous documentation that these keys are public information. | |
| ▲ | charcircuit 6 hours ago | parent | prev [-] | | Maps keys should not be made public otherwise an attacker can steal them and drain your wallet and use it for their own sites. | | |
| ▲ | grey-area 6 hours ago | parent | next [-] | | Maps keys are always public in js on the website (but locked to use on certain domains). That’s how they work. | | |
| ▲ | charcircuit 6 hours ago | parent [-] | | It is not actually locked to a site is just based off the host header. Which is public information an attacker can use to make the requests. | | |
| ▲ | nl an hour ago | parent | next [-] | | Sure, but the practical form of this attack is limited. You can't maliciously embed it in a site you control to either steal map usage or run up their bill because other people's web browsers will send the correct host header. That means you can use a botnet or similar to request it using a a script. But if you are botnetting Google will detect you very quickly. | | |
| ▲ | KomoD 35 minutes ago | parent [-] | | > But if you are botnetting Google will detect you very quickly. They don't do anything against that. |
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| ▲ | grey-area 6 hours ago | parent | prev [-] | | Is there a way to use Google maps apis on the web without exposing the key? Re host header seems an odd way for Google to do it, surely they would have fixed that by now? I guess not a huge problem as attackers would have to proxy traffic or something to obscure the host headers sent by real clients? Any links on how people exploit this? | | |
| ▲ | KomoD 19 minutes ago | parent | next [-] | | What is there to fix? It was designed this way. Something that can be abused is if the key also has other Maps APIs enabled, like Places API, Routes API or Static APIs especially for scraping because those produce valuable info beyond just embedding a map. The only suggestions I have are: - If you want to totally hide the key, proxy all the requests through some server. - Restrict the key to your website. - Don't enable any API that you don't use, if you only use the Maps Javascript API to embed a map then don't enable any other Maps API for that key. | |
| ▲ | yla92 5 hours ago | parent | prev [-] | | Google's own recommended practices https://developers.google.com/maps/api-security-best-practic... | | |
| ▲ | grey-area 5 hours ago | parent [-] | | It would be helpful if you answer the question about web api usage, most of that is not relevant. The only suggestion I see there from a quick skim that would avoid the above is for customers to set up a google maps proxy server for every usage with adds security and hides the key. That is completely impractical suggestion for the majority of users of embedded google maps. |
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| ▲ | IanCal 6 hours ago | parent | prev [-] | | It’s been years but I thought I recalled having to use the key but then also setting what sites it’d work on. | | |
| ▲ | charcircuit 6 hours ago | parent [-] | | If an attacker can figure out what sites it can be used on, they can use the API. |
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| ▲ | bob1029 2 hours ago | parent | prev | next [-] |
| What are the chances this isn't intentional to some extent? This wouldn't be the first time we've traded downstream legal trouble for short term gains. Making AI utilization appear to go up is the only thing that matters right now if you're in the boardroom at one of these companies. Whether or not that utilization was actually intended by the customer is entirely irrelevant. From here, the only remaining concern is mitigating legal issues which google seems to be immune to. |
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| ▲ | nl 2 hours ago | parent [-] | | Does anyone really believe something like this? There's a long stretch from over optimizing a UI to something that is very clearly an error like what has happened here. | | |
| ▲ | data-ottawa 7 minutes ago | parent [-] | | I save $20/mo on my internet by having cable that I don’t watch. Why? So my telecom company can boast higher tv subscriber counts to shareholders and ad-networks. It is entirely believable to me that a company like Google would do the same with AI use numbers. I suspect that all these AI use factors in corporate performance reviews are about the same thing. This could be a standard oversight too, I find Google’s documentation on this stuff to be Byzantine. |
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| ▲ | evo 8 hours ago | parent | prev | next [-] |
| Can’t wait til someone makes a Gemini prompt to find these public keys and launch a copy of itself using them. |
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| ▲ | vessenes 7 hours ago | parent | prev | next [-] |
| Woof. Impedance mismatch outcome from moving fast - the GCP auth model was never designed to work like oAI's API key model; this isn't the only pain point this year, but it's a nasty one. I'm sympathetic, except that dealing with GCP has always been a huge pain in the ass. So I'm a little less sympathetic. |
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| ▲ | jacquesm 2 hours ago | parent | prev | next [-] |
| Who knew there were downsides to forcefeeding your product to an unwilling audience? This whole Gemini roll-out has me reminded of the Google '+' days when they thought they were going to die if they didn't do social. |
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| ▲ | nkrisc 5 hours ago | parent | prev | next [-] |
| So even if they fix the issue, it sounds as though you can still shoot itself in the foot by essentially being at to arbitrarily change an existing key from “not a secret” to “is a secret”? Even if you have a key that you use for maps (not secret) someone could add the generative AI scope to it and make it now necessarily secret (even though it’s probably already publicly available)? |
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| ▲ | yellow_lead 5 hours ago | parent | prev | next [-] |
| This firm is doing great work, I still refer to this post ("Anyone can Access Deleted and Private Repository Data on GitHub"): https://trufflesecurity.com/blog/anyone-can-access-deleted-a... |
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| ▲ | stevage 34 minutes ago | parent | prev | next [-] |
| I'm a bit surprised by the timeline which seems to say that: - 6 weeks ago Google said they would fix it - 3 weeks ago Google said they were working on it ...but we're publishing the info anyway, so everyone can go nuts with it. |
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| ▲ | locallost 7 hours ago | parent | prev | next [-] |
| Happened to me recently, I got a warning in Gemini Studio that a key leaked. I was perplexed initially and then realized what had happened. The proper fix is to limit the key to just Maps APIs. Of course even this is not so easy, as there's a long list of APIs with complicated names. It was at least limited to my domain. |
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| ▲ | Humphrey 7 hours ago | parent | prev | next [-] |
| Seems like the kind of bug caused by using Gemini to vibe code the GCP. |
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| ▲ | gverrilla 3 hours ago | parent | prev | next [-] |
| Thousands of engineers.
Culture rot. |
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| ▲ | sandrello 3 hours ago | parent | prev | next [-] |
| Since I've never used them, how could API keys for Firebase or Maps be safe for embedding in client side code? I mean, I get that authentication to the service is performed via other means, but what's the use of the key then? I'm guessing it's just a matter of binding service invocations to the GCP Project to be billed, by first making sure that the authenticated principal has rights on that project, in order to protect from exfiltration. That would still be a strange use case for what gets called an "API key". |
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| ▲ | phantomathkg 8 hours ago | parent | prev | next [-] |
| > 2,863 Live Keys on the Public Internet It will be more interesting if they scan GitHub code instead. The number terrified me. Though I am not sure how many of that are live. |
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| ▲ | sheept 7 hours ago | parent [-] | | 2k feels very small considering the number of business sites that embed Google Maps. I guess a lot of those sites use other website building services that handle the Google API keys for them, and/or they're old and untouched enough that no one enabled Gemini on them. | | |
| ▲ | ricardo81 5 hours ago | parent [-] | | I had the same thought. I guess a lot of those keys may belong to dormant/deleted accounts and only a % of people who have enabled Gemini (presumably it required user action) |
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| ▲ | habosa 9 hours ago | parent | prev | next [-] |
| This is true but also not as new as the author claims. There have been various ways to abuse Google API keys in the past (at least to abuse them financially) and it’s always been very confusing for developers. |
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| ▲ | the_arun 9 hours ago | parent | prev | next [-] |
| Private data should not be allowed to be accessed using public keys. That is the core problem. It is not about Google API keys are secret or not. |
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| ▲ | bandrami 8 hours ago | parent [-] | | It was intended for situations where the keyholder is a middleman between Google's API and the end user. |
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| ▲ | selridge 10 hours ago | parent | prev | next [-] |
| Great write-up. Hilarious situation where no one (except unwieldiness) is the villain. |
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| ▲ | dakolli 7 hours ago | parent | prev | next [-] |
| Dang, another obvious reason (among many others) you shouldn't be uploading documents to any LLM client (or use them on anything important). |
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| ▲ | bpodgursky 9 hours ago | parent | prev | next [-] |
| ChatGPT writing a blog post attacking Gemini security flaws. It's their world now, we're just watching how it plays out. |
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| ▲ | bryanrasmussen 9 hours ago | parent | next [-] | | How do you know that this blog post was written by ChatGPT? | | |
| ▲ | solid_fuel 8 hours ago | parent | next [-] | | It feels generated to me too. It’s this: When you enable the Gemini API (Generative Language API) on a Google Cloud project, existing API keys in that project (including the ones sitting in public JavaScript on your website) can silently gain access to sensitive Gemini endpoints. No warning. No confirmation dialog. No email notification.
Specifically, the last bit - “No warning. No confirmation dialog. No email notification.” Immediately smells like LLM generated text to me. Punchy repetition in a set of 3.If you scroll through tiktok or instagram you can see the same exact pattern in a lot of LLM generated descriptions. | | |
| ▲ | MrJohz 5 hours ago | parent | next [-] | | I think there's a lot more than just that, but I think part of the problem is that you just get an uncanny valley feeling. All of the phrases and rhetorical tricks that these tools use are perfectly valid, but together they feel somehow thin? That said, some specific things that feel very AI-y are the mostly short, equally-sized paragraphs with occasional punchy one-sentence paragraphs interspersed between them; the use of bold when listing things (and the number of two-element lists); there are a couple of "it's not X, it's Y"-style statements; one paragraph ends with an "they say it's X, but it's actually Y" construct; and even the phrasing of some of the headings. None of these are necessarily individually tells of AI writing (and I suspect if you look through my own comments and blog posts on various sites, you'd find me using many of the same constructs, because they're all either effective rhetorically, or make the text clearer and easier to understand). But there's something about the concentration of them here that feels like AI - the uncanny valley feeling. I would put money on this post at least having gone through AI review, if not having been generated by AI from human-written notes. I understand why people do that, but I also think it's a shame that some of the individual colour of people's writing is disappearing from these sorts of blog posts. | |
| ▲ | tyre 8 hours ago | parent | prev | next [-] | | Using threes is common in English writing and speaking. It has an optimal balance of expressiveness (three marking a pattern or breadth; creating momentum) without being overwhelming. It’s not uncommon, as basic writing advice, to use sets of three for emphasis. That isn’t a signifier of LLM generation, in my opinion. | | |
| ▲ | Gigachad 7 hours ago | parent | next [-] | | It's also seemingly the only way ChatGPT knows how to write, while being very uncommon for blogposts beforehand. Of course it's not 100% proof, but it's the most likely explanation. | | |
| ▲ | WalterGR 7 hours ago | parent [-] | | It has a name. The Rule of Threes. https://en.wikipedia.org/wiki/Rule_of_three_(writing) “The rule of three is a writing principle which suggests that a trio of entities such as events or characters is more satisfying, effective, or humorous than other numbers, hence also more memorable, because it combines both brevity and rhythm with the smallest amount of information needed to create a pattern.” It’s how I was taught to write, but I understand that my personal experience can’t be generalized to make sweeping statements. Do you have data that suggests it’s uncommon in human-authored blog posts and more common in LLM-generated text? | | |
| ▲ | palmotea 7 hours ago | parent [-] | | > It has a name. The Rule of Threes. https://en.wikipedia.org/wiki/Rule_of_three_(writing) I don't think that's exactly it. Speaking of LLM-writing in general, it seems to greatly overuse certain types of constructions or use them in uncommon contexts. So that probably isn't so much using the rule of threes, but overusing the rule of threes in certain specific ways in certain specific contexts. | | |
| ▲ | WalterGR 7 hours ago | parent [-] | | I don’t necessarily doubt you or the grand-parent comment, but if it’s ‘obvious to even the most casual of observers’ (as my father would say) then it should be easy to have hard data. |
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| ▲ | coliveira 7 hours ago | parent | prev [-] | | This excerpt is demonstrating the use of a literary technique to write non-literary prose. It's an almost sure sign that an LLM is generating the text. | | |
| ▲ | masklinn 7 hours ago | parent [-] | | Of course, how could a writer writing have writing chops and use writing techniques? It boggles the mind that anyone thinks that would ever happens. Must have been aliens. | | |
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| ▲ | larusso 8 hours ago | parent | prev | next [-] | | I’m not a native speaker so my level of AI recognition is already low. I find it very interesting what patters people bring up to declare it’s AI. The 3 punchline one for instance is a pattern I use while speaking. Can’t say I would write like this though. | | |
| ▲ | solid_fuel 8 hours ago | parent | next [-] | | It's not so much the grouping of 3 or way it's supposed to be punchy specifically that's the problem, that is just one example of what gives the article the "LLM Generated" feeling since whatever cheap model people are using for this kind of spam has some common ticks. I use groupings of 3 and try to make things punchy myself sometimes, especially when I'm writing something intended to sway others. I think the problem with this article is the way it feels like the perfect average of corporate writing. It's sort of like the "written by committee" feel that incredibly generic pop music often has. When I write things, I often go back and edit and reword parts. Like the brushstrokes in an oil painting, the flow of thought varies between paragraphs and even sentences. LLMs only generate things from left to right (or vice versa in RTL languages, I presume). I think that gives LLM generated text a "smooth" texture that really stands out to anyone who reads a lot. | | |
| ▲ | nimonian 7 hours ago | parent [-] | | I completely agree with you. There's something conspicuous about this particular use of the "group of three" device. It's trying but it's goofy and conspicuous. I think it's not human, it's 52 trillion parameters in a trenchcoat. |
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| ▲ | deaux 5 hours ago | parent | prev | next [-] | | I'm not a native speaker and my level of AI recognition is higher than 99.999% of native speakers - and I'd be happy to be tested on it for proof. The biggest factor is simply how long you've been using LLMs to generate text, how often, how much. It's like how an experienced UI designer can instantly tell that something is off by a single pixel off upon first seeing a UI, whereas if you gave me $200 to find it within 10 minutes I might well fail. | |
| ▲ | Gigachad 7 hours ago | parent | prev [-] | | Aside from particulars like the set of 3, LLMs add a lot of emotive language which doesn't mean anything or is a repetition of already established points. Since they can't add any actual substance beyond what was in the prompt, the only thing they do is pad the prompt with filler language. |
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| ▲ | bryanrasmussen 8 hours ago | parent | prev [-] | | OK I've seen many people make this point on this site over just the last few months, but where do you think LLMs pick up these patterns? How did this rule of threes https://en.wikipedia.org/wiki/Rule_of_three_(writing) get into the LLM so they are so damn recognizable as LLMs and not as humans? HN Note: Yes the rule of threes is broader than just this particular pattern here, but in my opinion this common writing and communication pattern is a specific example of the rule of threes. Punchy repetition in a set of 3. Yes. LLMs are able to capably mimic the common patterns that how to write books have suggested for the last 100 years as ways to make your writing more "impactful" and attention-grabbing. So are humans. They learned it from watching us. I am a little bit worked up on this as I have felt insulted a couple times at having something I've written been accused of being by an LLM, in that case it was because I had written something from the viewpoint of a depressed and tired character and someone thought it had to be an LLM because they seemed detached from humanity! Success! I too would like to be able to reliably detect when something has been written by an LLM so I can discount it out of hand, but frankly many of the attempts I see people make to detect these things seem poorly reasoned and actively detrimental. People have learned in classes and from reading how to improve their writing. LLMs have learned from ingesting our output. If something matches a common writing 101 tip it is just as likely to be reasonably competent as it is to be non-human. The solution to escape being labelled an LLM is not to become less competent as a writer. I have been overly verbose here, as I am somewhat worked up and angry and it is too late in the morning to go back to sleep but really too early to be awake. I know verbosity is also a symptom of being an LLM, but not giving a damn is a symptom of humanity. | | |
| ▲ | kgeist 7 hours ago | parent [-] | | >but where do you think LLMs pick up these patterns? >LLMs are able to capably mimic the common patterns that how to write books have suggested for the last 100 years as ways to make your writing more "impactful" and attention-grabbing. So are humans. They learned it from watching us. Don't forget that LLMs (at least the "instruct" versions) undergo substantial post-training to align them with the authors' objectives, so they are not a 100% pure reflection of the distribution seen on the internet. For example, it's common for LLMs to respond with "You're absolutely right!" to every second message, which isn't what humans usually do. It's a result of some kind of RLHF: human labelers liked to hear that they're right, so they preferred answers containing such phrases, and those responses became amplified. People recognize LLM-generated writing because LLMs' pattern distribution is different from the actual pattern distribution found in articles written by humans. |
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| ▲ | raincole 7 hours ago | parent | prev | next [-] | | It's too well structured and the message is too clear. HN (and the whole internet) is allergic to proper writing. We praise human sloppiness now. No, I'm not being sarcastic. People have given up em-dash, which is an official punctuation you use in proper writing. And it's all a downhill from there. | | |
| ▲ | palmotea 7 hours ago | parent | next [-] | | > It's too well structured and the message is too clean. HN (and the whole internet) is allergic to proper writing. We praise human sloppiness now. Yes. And it's only a matter of time that the model companies start to try to train in that "human sloppiness." After all, a lot of their customers want machines that can pass for humans. > No, I'm not being sarcastic. People have given up em-dash, which is an official punctuation you use in proper writing. And it's all a downhill from there. I wouldn't be surprised if the internet language of people devolves into a weird constantly-changing mish-mash of slang and linguistic fads. Basically an arms race where people constantly innovate in order to stay distinct from the latest models. But the end result of that would be probably fragmentation, isolation, and a kind of dark ages. Different communities would have different slang, and that slang would change so fast that old text would quickly become hard to understand. | |
| ▲ | oasisbob 3 hours ago | parent | prev [-] | | Strongly disagree. The post is really poorly structured and circles the drain a few times getting to the thesis. The issues of style are annoying, but I find it much worse to wade through these 3000 word posts which are far longer than they need to be just because they're so damn cheap to compose. |
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| ▲ | oasisbob 3 hours ago | parent | prev | next [-] | | It's far longer than it needs to be because the writing process was too cheap. | |
| ▲ | bpodgursky 9 hours ago | parent | prev | next [-] | | > The Core Problem > What You Should Do Right Now > Bonus: Scan with TruffleHog. > TruffleHog will verify whether discovered keys are live and have Gemini access, so you'll know exactly which keys are exposed and active, not just which ones match a regular expression. I don't know exactly, but I'm sure. The cadence, the clarity, the bolding, the italics, it's all just crisp and clean structured and actionable in a way that a meandering human would not distill it down to. | | |
| ▲ | cyral 8 hours ago | parent [-] | | Yup, it was actually an interesting article but there are a few telltale parts that sound like every AI spam post on /r/webdev and similar. "No warning. No confirmation dialog. No email notification." is another. The three negatives repeated is present in so many AI generated promotional posts. | | |
| ▲ | bpodgursky 8 hours ago | parent [-] | | I don't even have a problem with the content itself, I think frankly the smell is that it's too good. It's just fascinating in the sense that it's one LLM attacking another LLM. |
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| ▲ | SecretDreams 9 hours ago | parent | prev | next [-] | | It's too structured and consistent. Imo. Has that AI smell to it, but I guess humans will eventually also start writing more like the AIs they learn from. | | |
| ▲ | Dylan16807 3 hours ago | parent | next [-] | | This is the first time I've seen people accuse AI text of being "too structured and consistent" compared to human text. Usually it's about specific patterns or tons of repetition or outright mistakes. | | | |
| ▲ | Hnrobert42 8 hours ago | parent | prev | next [-] | | AI was trained on human writing. | | |
| ▲ | palmotea 7 hours ago | parent | next [-] | | > AI was trained on human writing. AI output is not varied like real human writing. This is a very distinctive narrowing of style. | |
| ▲ | SecretDreams 8 hours ago | parent | prev [-] | | And now humans are trained on AI writing. Like what happens to YouTube videos that go through the compression algorithm 20 times. |
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| ▲ | devsda 8 hours ago | parent | prev [-] | | > guess humans will eventually also start writing more like the AIs they learn from. With the AI feedback loop being so fast and tight for some tasks, the focus moves on to delivery than learning. There is no incentive, space or time for learning. | | |
| ▲ | OakNinja 7 hours ago | parent | next [-] | | For me personally, both at work and in my free time, I spend _more_ time on writing things _that matter_ since I’ve freed up time by using LLM’s for boilerplate tasks. My motto is - If it wasn’t worth writing, it won’t be worth reading. A good example of writing where I’d recommend using LLM’s is product documentation. You pass the diff, the description of the task, and the context (existing documentation) with a prompt ”Update the documentation…”. Documentation is important but it’s not prose. However, writing a comment on hacker news is. | |
| ▲ | bpodgursky 8 hours ago | parent | prev [-] | | Won't be well received here, but this is the truth. |
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| ▲ | deaux 5 hours ago | parent | prev | next [-] | | The fact that according to this reply section most of HN can't tell means that predictably, all hope is lost and there's no point in writing anything by hand any more if you're in it for money/engagement. While writing this I suddenly realized that marketers and writers probably do a better job at recognizing it than developers and engineers, so maybe all hope isn't. For those who want to know the tells: overall cadence and frequency of patterns - especially infrequency of patterns - are the biggest ones. And that means that we can't actually give you the best tells, because they're more about what is absent than what is present. What's absent is a single sentence pattern that falls completely out of the LLM go-toes. Anything human written has at most a good mix of both. LLM-written text just entirely lacks it. Humans do use the LLM-preferred patterns, but not for every single sentence. But anyway, here we go. > Transparently, the initial triage was frustrating; the report was dismissed as "Intended Behavior”. But after providing concrete evidence from Google's own infrastructure, the GCP VDP team took the issue seriously. ^ Fun fact - The ";" would've originally been an em-dash but was either rewritten or a rule was included for this. > Then Gemini arrived. ^ Dramatic short sentences, a pattern with magnitudes higher LLM-frequency than human frequency, but hasn't reached the public conscious yet a la "not just X but Y". > No warning. No confirmation dialog. No email notification. ^ Another such pattern. Not just because it's three of them, but also because of the content and repetition. Humans rarely write like that because it again sounds overly dramatic. It's something you see in fiction rather than a technical writeup. In a thriller. > Retroactive Privilege Expansion. You created a Maps key three years ago and embedded it in your website's source code, exactly as Google instructed. Last month, a developer on your team enabled the Gemini API for an internal prototype. Your public Maps key is now a Gemini credential. Anyone who scrapes it can access your uploaded files, cached content, and rack up your AI bill. Nobody told you. This style of scenario writing is another one. > Nobody told you. Absolute drama queen. >The UI shows a warning about "unauthorized use," but the architectural default is wide open. Again. > The attacker never touches your infrastructure. They just scrape a key from a public webpage. Again. > These aren't just hobbyist side projects. The victims included major financial institutions, security companies, global recruiting firms, and, notably, Google itself. .. > A key that was deployed years ago for a completely benign purpose had silently gained full access to a sensitive API without any developer intervention. Surprised it hasn't gained consciousness by now. Maybe that's a future plot point. Here's a great example to train your skills on, because it's rare in that the ratio of "human : straight from LLM" increased gradually as the article goes on: https://www.wallstreetraider.com/story.html It started at heavy human editing (or just human-written), but less and less towards the end. The author confirmed this upon pointing it out, FWIW [0]. [0] https://news.ycombinator.com/item?id=47013150 | |
| ▲ | jibal 8 hours ago | parent | prev [-] | | They don't. Many of these claims are due to illiteracy. Someone is complaining that > it's all just crisp and clean structured and actionable in a way that a meandering human would not distill it down to. but this is a security report ... people intentionally write such things carefully and crisply with multiple edits and reviews. |
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| ▲ | raesene9 5 hours ago | parent | prev [-] | | They may have used ChatGPT or similar to help with the prose but the technical content (as discussed elsewhere on this page) is good, so does it really matter if they did? The problem with AI slop (to me) is more that the technical content is not good or is entirely the product of the LLM. At that point, there's no point in me reading it, I can just prompt the question if I'm interested. This is original research which wasn't public before, so the value is still there and I didn't think whichever combination of a human and LLM that generated it did a bad job. |
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| ▲ | lukeiodev 5 hours ago | parent | prev | next [-] |
| The key didn’t change. What changed is what it can do. What used to be a simple project identifier can now trigger expensive API calls once Gemini is enabled. Since nothing in the old code changes, there’s no obvious moment where someone stops and re-evaluates the risk. |
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| ▲ | zahlman 4 hours ago | parent [-] | | The new code changes from not existing, to existing. Indeed, the key doesn't change. The new capability comes from the new code. It would not be a re-evaluation of risk, because this is a new project. The evaluation of risk is supposed to come at the moment when the new capability is implemented, and consciously tied to an existing key type, which was previously advertised as non-secret. | | |
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| ▲ | friendzis 5 hours ago | parent | prev [-] |
| Explain It Like I'm Five. From TFA: > Last month, a developer on your team enabled the Gemini API for an internal prototype.
> The result: thousands of API keys that were deployed as benign billing tokens are now live Gemini credentials sitting on the public internet. Benign, deployed openly without any access restrictions whatsoever, billing tokens can be used to bill for a service under the account it is enabled for. That's the intended behavior, literally. Maps API keys are used to give your users access to Google Maps on your credit card. What's the problem here? Yes, the defaults could have been stricter, but it's not like it costs anything to create a bunch of internal projects that do not have good-for-billing access keys floating around open internet. People moved fast, deployed LLM generated code, broke things and then blame everyone else but themselves? |
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| ▲ | timvdalen 4 hours ago | parent | next [-] | | The problem is that Maps API keys are now used to give your users access to Gemini, including sensitive content in that service | |
| ▲ | imtringued 4 hours ago | parent | prev [-] | | At least read the article in full before commenting. You don't need to deploy LLM generated code at all for the privilege escalation. The Gemini API merely needs to be enabled and there are no access restrictions by default. Google guidelines say "API keys" (a huge misnomer for something that is more accurately described as a project ID) are not secrets. The idea of creating an internal project goes against what the guidelines suggest. The "API keys" are customer facing identifiers. |
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