I wrote a blog post last month on what your IoT startup can learn from the LockState debacle. In the intervening weeks, not much new information has come to light about the specifics of the update failure, and it seems from their public statements that LockState thinks it's better if they don't do any kind of public postmortem on their process failures, which is too bad for the rest of us, and for the Internet of Things industry, in general - if you can't learn from others' mistakes, you (and your customers) might have to learn your own mistakes.
However, I did see a couple of interesting articles in the news related to LockState. The first one is from a site called CTOVision.com, and it takes a bit more of a business-focused look at things, as you might have expected from the site name. Rather than looking at the technical failures that allowed the incident to happen, they take LockState to task for their response after the fact. There's good stuff there, about how it's important to help your customers understand possible failure modes, how you should put the software update process under their control, and how to properly respond to an incident via social media.
And on The Parallax, a security news site, I found this article, which tells us about another major failure on the part of LockState - they apparently have a default 4-digit unlock code set for all of their locks from the factory, and also an 8-digit "programming code", which gives you total control over the lock - you can change the entry codes, rest the lock, disable it, and disconnect it from WiFi, among other things.
Okay, I really shouldn't be surprised by this at this point, I guess - these LockState guys are obviously a bit "flying by the seat of your pants" in terms of security practice, but seriously? Every single lock comes pre-programmed with the same unlock code and the same master programming code?
Maybe I'm expecting too much, but if a $2.99 cheap combination lock from the hardware store comes with a slip of paper in the package with its combination printed on it, maybe the $600 internet-connected smart lock can do the same? Or hell, use a laser to mark the master combination on the inside of the case, so it's not easily lost, and anyone with the key and physical access can use the code to reset the lock, in the (rare) case that that's necessary.
Or, for that matter - if you must have a default security code for your device (because your manufacturing line isn't set up for per-unit customization, maybe?), then make it part of the setup process to change the damn code, and don't let your users get into a state where they think your product is set up, but they haven't changed the code.
It's easy to fall into the trap of saying that the user should be more-aware of these things, and they should know that they need to change the default code. But your customers are not typically security experts, and you (or at least some of your employees) should be security experts. You need to be looking out for them, because they aren't going to be doing a threat analysis while installing their new IoT bauble.
Yet another infrequently-updated blog, this one about the daily excitement of working in the software industry.
Showing posts with label security. Show all posts
Showing posts with label security. Show all posts
Monday, September 25, 2017
Monday, August 21, 2017
What your Internet Of Things startup can learn from LockState
The company LockState has been in the news recently for sending an over-the-air update to one of their smart lock products which "bricked" over 500 of these locks. This is a pretty spectacular failure on their part, and it's the kind of thing that ought to be impossible in any kind of well-run software development organization, so I think it's worthwhile to go through a couple of the common-sense processes that you can use to avoid being the next company in the news for something like this.
The first couple of these are specific to the problem of shipping the wrong firmware to a particular model, but the others apply equally well to an update that's for the right target, but is fundamentally broken, which is probably the more-likely scenario for most folks.
Mark your updates with the product they go to
The root cause of this incident was apparently that LockState had produced an update intended for one model of their smart locks, and somehow managed to send that to a bunch of locks that were a different model. Once the update was installed, those locks were unable to connect to the Internet (one presumes they don't even boot), and so there was no way for them to update again to replace the botched update.
It's trivially-easy to avoid this issue, using a variety of different techniques. Something as simple as using a different file name for firmware for different devices would suffice. If not that, you can have a "magic number" at a known offset in the file, or a digital signature that uses a key unique to the device model. Digitally-signed firmware updates are a good idea for a variety of other reasons, especially for a security product, so I'm not sure how they managed to screw this up.
Have an automated build & deployment process
Even if you've got a good system for marking updates as being for a particular device, that doesn't help if there are manual steps that require someone to explicitly set them. You should have a "one button" build process which allows you to say "I want to build a firmware update for *this model* of our device, and at the end you get a build that was compiled for the right device, and is marked as being for that device.
Have a staging environment
Every remote firmware update process should have the ability to be tested internally via the same process end-users would use, but from a staging environment. Ideally, this staging environment would be as similar as possible to what customers use, but available in-company only. Installing the bad update on a single lock in-house before shipping it to customers would have helped LockState avoid bricking any customer devices. And, again - this process should be automated.
Do customer rollouts incrementally
LockState might have actually done this, since they say only 10% of their locks were affected by this problem. Or they possibly just got lucky, and their update process is just naturally slow. Or maybe this model doesn't make up much of the installed base. In any case, rolling out updates to a small fraction of the installed base, then gradually ramping it up over time, is a great way to ensure that you don't inconvenience a huge slice of your user base all at once.
Have good telemetry built into your product
Tying into the previous point, wouldn't it be great if you could measure the percentage of systems that were successfully updating, and automatically throttle the update process based on that feedback? This eliminates another potential human in-the-loop situation, and could have reduced the damage in this case by detecting automatically that the updated systems were not coming back up properly.
Have an easy way to revert firmware updates
Not everybody has the storage budget for this, but these days, it seems like practically every embedded system is running Linux off of a massive Flash storage device. If you can, have two operating system partitions, one for the "current" firmware, and one for the "previous" firmware. At startup, have a key combination that swaps the active install. That way, if there is a catastrophic failure, you can get customers back up and running without having them disassemble their products and send them in to you, which is apparently how LockState is handling this.
If your software/hardware allows for it, you can even potentially automate this entirely - have a reset watchdog timer that gets disabled at the end of boot, and if the system reboots more than once without checking in with the watchdog, switch back to the previous firmware.
Don't update unnecessarily
No matter how careful you are, there are always going to be some cases where a firmware update goes bad. This can happen for reasons entirely out of your control, like defective hardware that just happens to work with version A of the software, but crashes hard on version B.
And of course the easiest way to avoid having to ship lots of updates is sufficient testing (so you have fewer critical product defects to fix), and reducing the attack surface of your product (so you have fewer critical security issues that yo need to address on a short deadline.
The first couple of these are specific to the problem of shipping the wrong firmware to a particular model, but the others apply equally well to an update that's for the right target, but is fundamentally broken, which is probably the more-likely scenario for most folks.
Mark your updates with the product they go to
The root cause of this incident was apparently that LockState had produced an update intended for one model of their smart locks, and somehow managed to send that to a bunch of locks that were a different model. Once the update was installed, those locks were unable to connect to the Internet (one presumes they don't even boot), and so there was no way for them to update again to replace the botched update.
It's trivially-easy to avoid this issue, using a variety of different techniques. Something as simple as using a different file name for firmware for different devices would suffice. If not that, you can have a "magic number" at a known offset in the file, or a digital signature that uses a key unique to the device model. Digitally-signed firmware updates are a good idea for a variety of other reasons, especially for a security product, so I'm not sure how they managed to screw this up.
Have an automated build & deployment process
Even if you've got a good system for marking updates as being for a particular device, that doesn't help if there are manual steps that require someone to explicitly set them. You should have a "one button" build process which allows you to say "I want to build a firmware update for *this model* of our device, and at the end you get a build that was compiled for the right device, and is marked as being for that device.
Have a staging environment
Every remote firmware update process should have the ability to be tested internally via the same process end-users would use, but from a staging environment. Ideally, this staging environment would be as similar as possible to what customers use, but available in-company only. Installing the bad update on a single lock in-house before shipping it to customers would have helped LockState avoid bricking any customer devices. And, again - this process should be automated.
Do customer rollouts incrementally
LockState might have actually done this, since they say only 10% of their locks were affected by this problem. Or they possibly just got lucky, and their update process is just naturally slow. Or maybe this model doesn't make up much of the installed base. In any case, rolling out updates to a small fraction of the installed base, then gradually ramping it up over time, is a great way to ensure that you don't inconvenience a huge slice of your user base all at once.
Have good telemetry built into your product
Tying into the previous point, wouldn't it be great if you could measure the percentage of systems that were successfully updating, and automatically throttle the update process based on that feedback? This eliminates another potential human in-the-loop situation, and could have reduced the damage in this case by detecting automatically that the updated systems were not coming back up properly.
Have an easy way to revert firmware updates
Not everybody has the storage budget for this, but these days, it seems like practically every embedded system is running Linux off of a massive Flash storage device. If you can, have two operating system partitions, one for the "current" firmware, and one for the "previous" firmware. At startup, have a key combination that swaps the active install. That way, if there is a catastrophic failure, you can get customers back up and running without having them disassemble their products and send them in to you, which is apparently how LockState is handling this.
If your software/hardware allows for it, you can even potentially automate this entirely - have a reset watchdog timer that gets disabled at the end of boot, and if the system reboots more than once without checking in with the watchdog, switch back to the previous firmware.
Don't update unnecessarily
No matter how careful you are, there are always going to be some cases where a firmware update goes bad. This can happen for reasons entirely out of your control, like defective hardware that just happens to work with version A of the software, but crashes hard on version B.
And of course the easiest way to avoid having to ship lots of updates is sufficient testing (so you have fewer critical product defects to fix), and reducing the attack surface of your product (so you have fewer critical security issues that yo need to address on a short deadline.
Monday, February 22, 2016
Apple vs the FBI
What's up with Apple and the FBI?
Several of my friends and family have asked me about this case, which has been in the news a lot recently. A whole lot of news stories have been written trying more-or-less successfully to explain what's going on here, often with ill-fitting analogies to locks and keys, and it seems like a lot of people (including some of our presidential candidates) are just as confused about what's going on now as they were when the whole thing started. The Wired article above is really very good, but it's long, fairly-technical, and doesn't cover the non-technical side of things particularly well.So, since y'all asked, here are some of my thoughts on the case. I'm going to be kind of all over the map here, because I've gotten questions about the moral side of things as well as the technical. I'm going to mostly skip over the legal side of things (because I'm unqualified to comment), except for a couple of specific points.
On the off-chance that someone stumbles across this who doesn't already know who I am, I'm a computer programmer, and I have worked on encryption and digital security software for a number of different companies, including 3 of the 5 largest PC manufacturers.
I'm going to try to stay away from using any analogies, and just explain the actual technology involved as simply as I can, since I know you can handle a bit of jargon, and the analogy-slinging I see on Facebook isn't making things any clearer for people, as far as I can see. There will be links to Wikipedia articles in here. You don't need to read them, but they are there in case you want to read more about those subjects.
First, a very quick run-down of what this is all about:
- The FBI has an iPhone that was used by Syed Rizwan Farook, one of the shooters in the San Bernardino shootings last December.
- The phone is locked (of course), and the FBI wants Apple to help them unlock it, and in fact has a court order requiring Apple to do so.
- Apple is refusing to do what the FBI wants, for some fairly-complicated reasons.
- A whole lot of people, including information security experts, law experts, and politicians, have weighed in on how they think this should go.
So, what's my take on all this?
Encryption does not work the way you might think it does, from watching movies or TV.
In the movies, you always see "hackers" running some piece of software that puts up a progress bar, and the software makes gradual progress over the course of seconds or minutes, until the encryption is "broken", and the spy gets access to the data they need. In the real world, unless the encryption implementation is fundamentally-broken by design, the only way to break in is by trying every possible key (we call this a "brute force attack"), and there are an enormous number of possible keys. You could get in with the very first key you try, or you might end up checking every possible key before you find the right one. Nothing about this process gives you any information about whether you're "close" to getting the right key, or whether you've still got billions of keys to try.
The data on the iPhone is encrypted with a key long enough that trying to decrypt it through brute force is essentially impossible.
The data on the iPhone is encrypted using AES, the Advanced Encryption Standard, which was developed by the US government for companies like Apple to use to secure data for their customers. as far as anybody knows, brute-force is the only way to attack AES, and with a 256-bit key (as is used on the iPhone), it'd take literally billions of years to try every possible key, if you used all of the computing power in the world.Apple doesn't have that key to hand it over to the FBI
The key used to encrypt data on the iPhone is derived from a combination of a device-specific key, and the pass-code which the user has set on the phone. There's no way to extract the device-specific key from the phone, and there's no record of which phone uses which device-specific key. This is done on purpose, because if you could get that data, it'd make it much easier for anyone to extract your personal data from your phone.Given that you can't get the device-specific key, then even if all of the data was extracted from the phone, you'd be faced with performing a brute-force attack on the encryption (which is impossible, see above).
You don't need the device-specific key if you can guess the pass-code to the phone
Obviously, if the phone has a 4-digit pass-code, you only need to tryBut you might not be able to do that either, depending on the phone's settings. One of the security settings you can set on the iPhone is for it to erase the data on the phone after 10 incorrect password attempts. The FBI seems to think that this option is enabled for Farook's iPhone.
Here's what the FBI says that they want Apple to do
The FBI wants Apple to produce a custom version of iOS (the iPhone software), and load it onto Farook's iPhone, to enable them to quickly try all of the possible pass-codes.This custom software would:
- Disable the "erase after 10 incorrect codes are entered" feature (of course)
- Allow the FBI to feed possible pass-codes to the iPhone from a connected computer, rather than requiring some poor intern to enter each one by hand.
- Reduce the amount of time required between entering each code, so they can check them faster. That wouldn't matter if there was a 4-digit code set, so maybe Farook used a longer code.
Can Apple do it?
Apparently so, or at least Apple CEO Tim Cook hasn't made the claim that they can't comply with the court order, just that they shouldn't be required to. It probably would not be that much work, actually. Items 1 and 3 up there should be trivially-easy to change, and #2 is probably not a huge amount of work for someone who's familiar with interfacing the iPhone to a PC. Somewhere between "one guy working over the weekend" and "two guys working on it for a week" is probably a reasonable guess.Here's why Apple says that they shouldn't be forced to do this
It's a violation of their customers' privacy
Tim Cook says in his open letter that the FBI's request amounts to:The government is asking Apple to hack our own users and undermine decades of security advancements that protect our customers — including tens of millions of American citizens — from sophisticated hackers and cybercriminals.Earlier models of the iPhone were much simpler for Apple to bypass the pass-code on, and they've expended substantial effort over the last few revisions to make it much harder for people to break into iPhones (and newer ones are even more-secure than the phone in this case). This is valuable protection for the individual customers' data, and has contributed in large part to reducing the number of phones stolen, since they can be locked in such a way that they can't be easily re-sold. This same cryptographic technology is also what keeps trade secret information that's stored on businesspeople's phones from being copied as a matter of course overtime they travel to any foreign country.
This is not a normal subpoena, it's a special court order
Normally, law enforcement agencies will get a court order to compel a company or individual to turn over information or physical evidence that is relevant to a particular investigation. Apple has cooperated in previous investigations (and even in this specific case) with those sorts of orders. This is something else entirely.Using the All Writs Act, an obscure 18th-century law, the FBI is trying to force Apple to engage in an activity that they wouldn't otherwise do (and which will have a negative impact on their business and customers). The All Writs act has some significant restrictions in terms of when it can be invoked, but there's remarkably-little restriction on what a court can use it to order.
Once the FBI successfully uses the All Writs Act to force Apple to produce a custom version of iOS, they will have established a precedent where they can use it to compel Apple (or any other technology company) to take whatever actions they think might be helpful to aid any investigation they might launch. Lest you think I'm veering into conspiracy-theory territory here, consider the following:
Several statements that the FBI has made to the court and in the news are either extremely naive or deliberately misleading.
The FBI has made statements both in their court filings and in the press which are simply untrue. If it weren't for the fact that the people making these claims are actual forensics experts (or work with such experts), I'd be inclined to say that they just don't know what they're talking about. Given that they do work for the FBI, I think it's reasonable to hold them to a much higher standard of clueful-ness.It's just for this one phone for this one investigation
I can't believe that anybody would think they could get this argument past a judge. Of course if this tool exists, the FBI (and every other police/security agency in the US and every other country in the world) will require that a this custom firmware version be loaded on whatever iPhones they might have picked up in the course of an investigation. And it'd be so much easier if they could just hold on to the firmware themselves, and apply it themselves to iPhones where they have a warrant. This isn't even a "slippery slope" argument, it's just what will obviously happen.Several news articles have mentioned China, but really any country that has a poor human rights record would obviously misuse this tool, if it was available. In particular, the Gulf states have an atrocious record on human rights, and a track record of forcing technology companies to compromise customer security to make things easier on their state security agencies (See: Saudi Arabia and Blackberry).
There may be critical information on this phone that leads to other terrorists that Farook was in contact with.
It's very unlikely that there's actually any information on this phone that'd be useful to the FBI investigation. First off, this isn't even Farook's personal phone. It's the work phone that was issued to him by his employer, the County of San Bernardino. I mean, you can never underestimate the intelligence of criminals, but what kind of idiot would plan their attack on a county facility using their county-supplied phone?In any case, Farook destroyed his own personal phone, as well as a laptop and several other devices, before carrying out the attack. If he went to all that trouble to destroy evidence, it seems unlikely that he just plain forgot to destroy his work phone. It's much more-likely that there was never anything remotely-incriminating on it to begin with.
Secondly, the FBI already has access to backups of that phone all the way up to 1 month before the attack. So they'd only be potentially getting information that was added to the phone in the last couple of weeks before the attack.
And finally, almost all of the relevant data you might get from that phone is already in the FBI's hands through other channels. They've already got access to the call records, emails, and other communications from that phone and Farook's other devices.
Apple can make this hack so that it only works on this one iPhone, eliminating any risk to Apple's other customers.
Well, sure, in a trivial sense. In a much more-significant sense, this is a content-free statement. In the trivial sense, Apple cannot course add extra code to this custom version of iOS so that it only works on Farook's phone. But really, they can't do that - they have to test it first, of course, so that means it has to be installable on at least two phones. And it'd obviously be trivial to change which phones it works on later, which brings us back to the original "it's only for this one phone" nonsense above.Additionally, this runs into conflict with the requirements of the "All Writs Act", which is the justification for this order. They're not allowed to create an "undue burden" on Apple, and having Apple set up a whole new internal process for creating thousands of custom versions of iOS for every investigation in which it might be useful is not a trivial thing.
Right now, Apple needs to be very careful about which OS updates it digitally "signs", which is the process that's needed to allow the software to be installed on customers' phones. There are hundreds or maybe thousands of Apple employees who have access to the tools and the source code to make changes in iOS. But that final step of signing an update is necessarily restricted, because the key for that process allows you to say to the world "this software is approved by Apple". They're presumably quite careful with that key. You can make the argument (and people have) that digitally-signing a file is essentially the same as a physical signature, and you shouldn't be able to compel someone to sign something digitally any more than you can legally compel them to sign a physical piece of paper.
I don't know about Apple, but at one of my former employers, we kept our code-signing key, and the laptop with the software for signing our updates, physically locked up in a safe. The key was actually split into multiple parts, which were only accessible to certain people. Because if you can sign software, you can make it do anything you want. You can remove the DRM which is used to secure purchased content, steal all of a customer's personal data, anything.
There's a larger issue at stake here - the very idea of privacy is under attack
Ever since the ratification of the Bill Of Rights, there has been a back-and-forth argument in this country over the right balance between the citizen's right to privacy, and the state's need for security. Since the development of effective commercial cryptography in the late 20th century, the debate has gotten significantly more-heated.Privacy is a basic right, guaranteed by the Bill of Rights here in the US
The 4th Amendment to the US Constitution says:The right of the people to be secure in their persons, houses, papers, and effects, against unreasonable searches and seizures, shall not be violated, and no Warrants shall issue, but upon probable cause, supported by Oath or affirmation, and particularly describing the place to be searched, and the persons or things to be seized.
This controls the sorts of searches that the police (FBI, etc) can perform. In particular, they need probable cause, and a court-issued warrant. Over the last few centuries, that's been dialed back a bit, and US citizens are routinely searched without a warrant, and without probable cause. But there are still limits, and if you, your home, or your stuff is unreasonably-searched, you can contest that in court (and you might even win).
When the constitution was written, the founding fathers could not have imagined the sort of surveillance technology we have today.
In 1789, if you wanted to have a private conversation with a friend or family member, you could take them aside into a room, or go for a walk in the woods, and if you couldn't see anybody else, chances are nobody would overhear what you had to say. With a wax seal on your mail, you could see whether it had been tampered with (or read by someone else) in transit.Modern communication systems (email, telephone, chat) are much easier to listen in on, and when new technology comes along, it has typically taken a while for the Supreme Court to come to the conclusion that whatever new-fangled communication system you use, it's essentially the same as a letter, for legal purposes. Tapping phone lines without a warrant used to be totally legal. Same with intercepting email and other electronic communications.
The question of whether or not you can be compelled to unlock your own phone, even if it contains potentially-incriminating evidence, is possibly still open, despite the fact that that seems like an obvious violation of the 5th Amendment.
Strong encryption flips the balance of privacy back to the way things were in the 18th century
When you have access to strong encryption, you have privacy by default. This is as it should be. Until the early 1990s, most encryption that was available commercially was just terrible. Since the development of the World Wide Web, the level of sophistication of the cryptography available to individuals and commercial users has vastly improved.The US government has fought the availability of effective encryption for decades
After World War II, a war which the Allies won in part due to their ability to decrypt German secret messages, the US government set up the NSA to ensure that they had a lead in cryptographic technology. And until the growth of academic cryptographic research in the 1980s and 1990s, their expertise was unmatched. The NSA has a weird double mission. On the one hand, they're supposed to protect US military and civilian communications from foreign spies. On the other side, they're supposed to develop ways to break encryption used by other organizations, to support US intelligence-gathering. When it comes to commercial encryption, these goals are directly in conflict.When the first truly effective encryption systems began to become commercially available, the NSA tried to keep their ability to listen in on communications by restricting the length of keys that could be used in software that was being exported. Eventually, it became obvious that that was only going to disadvantage US software makers, and the restriction was lifted.
During the Clinton administration, the NSA proposed Clipper, a cryptography system that would make it easy for law enforcement to listen in on communications (with a warrant, at least in principle), but would be very difficult for foreign governments, hackers, and others to break. It turned out to have a number of fundamental flaws, and was pretty quickly killed.
More-recently, the NSA has been possibly caught inserting a flaw into a security standard that they helped develop.
Law enforcement and security agencies now have much greater ability to collect data that's not specifically protected with encryption
Despite better security of communications overall, the security apparatus has continued to press the boundaries of what information they can gather without a proper warrant. Here are a few recent(wish) examples.The FISA court
In order to allow allow Federal law enforcement and intelligence agencies to obtain search warrants, without having to publicly disclose what they're searching for, and who they're searching, Congress created a parallel court system, the Federal Intelligence Surveillance Court. This court provides search warrants, and has been involved in issuing court orders to compel commercial companies to cooperate with the NSA in collecting data, including information on US citizens, which the NSA is explicitly barred from collecting.Telephone metadata collection
The NSA has been, for many years, collecting telephone meta-data (who's calling whom) for essentially all telephone call placed inside the United States (and several other countries). This only came to light because of Edward Snowden's whistle-blowing, because of course they got the authority for that from the secret FISA court.StingRay
The StingRay system is basically a "fake" cell tower that broadcasts a signal that causes every mobile phone within range to report its location. They can be used to track the location of mobile-phone users in bulk, and can also apparently be used to intercept calls. These systems have been provided to local police forces via grants from the Department of Homeland Security, and they're used in a variety of ways that are at best quasi-legal (in that they haven't been specifically declared illegal yet).Automated number plate readers
These machines are just about everywhere. They're used to automatically collect tolls, the police use them to search for cars that are associated with wanted criminals, repo men use them to look for cars that the owners have stopped making payments on, etc, etc. My local city has them mounted on the parking enforcement golf-carts, so they can just cruise down the street and collect the location and license plate numbers of every single car parked anywhere in the city.And again, there's no law telling either the police or the private companies what they can or can't do with this information, so it gets used (and mis-used) for all sorts of things. The police have no need and no right to know where my car is at all times, as long as I'm actually following the parking rules.
What happens now?
I think there's a good chance that the court will make the "right" decision here, and side with Apple after considering their response. Either way, you should expect that Apple (and other manufacturers) will make additional efforts to ensure that they themselves cannot circumvent their own security systems. If the court makes the "wrong" decision, then there will be a whole lot more of these court orders issued in the near future, and that's bad news for privacy.
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