MongoBleed Explained Simply(bigdata.2minutestreaming.com)
216 points bytodsacerdoti17 hours ago |18 comments
kentonv15 hours ago
A few years back I patched the memory allocator used by the Cloudflare Workers runtime to overwrite all memory with a static byte pattern on free, so that uninitialized allocations contain nothing interesting.

We expected this to hurt performance, but we were unable to measure any impact in practice.

Everyone still working in memory-unsafe languages should really just do this IMO. It would have mitigated this Mongo bug.

amomchilov10 hours ago
Recent macOS versions zero out memory on free, which improves the efficacy of memory compression. Apparently it’s a net performance gain in the average case
LoganDark2 hours ago
I wonder if Apple Silicon has hardware acceleration for memory zeroing... Knowing Apple, I wouldn't be surprised.
cperciva11 hours ago
A few years back I patched the memory allocator used by the Cloudflare Workers runtime to overwrite all memory with a static byte pattern on free, so that uninitialized allocations contain nothing interesting.

Note that many malloc implementations will do this for you given an appropriate environment, e.g. setting MALLOC_CONF to opt.junk=free will do this on FreeBSD.

MuffinFlavored11 hours ago
> OpenBSD uses 0xdb to fill newly allocated memory and 0xdf to fill memory upon being freed. This helps developers catch "use-before-initialization" (seeing 0xdb) and "use-after-free" (seeing 0xdf) bugs quickly.

Looks like this is the default in OpenBSD.

tombert14 hours ago
You know, I never even considered doing that but it makes sense; whatever overhead that's incurred by doing that static byte pattern is still almost certainly minuscule compared to the overhead of something like a garbage collector.
ddtaylor13 hours ago
IMO the tradeoff that is important here is a few microseconds of time sanitizing the memory saves the millions of dollars of headache when memory unsafe languages fail (which happens regularly)
tombert11 hours ago
I agree. I almost feel like this should be like a flag in `free`. Like if you pass in 1 or something as a second argument (or maybe a `free_safe` function or something), it will automatically `memset` whatever it's freeing with 0's, and then do the normal freeing.
miki1232114 hours ago
Alternatively, just make free do that by default, adding a fast_and_furious_free which doesn't do it, for the few hotspots where that tiny bit of performance is actually needed.
yawaramin9 hours ago
dmitrygr14 hours ago
FYI, at least in C/C++, the compiler is free to throw away assignments to any memory pointed to by a pointer if said pointer is about to be passed to free(), so depending on how you did this, no perf impact could have been because your compiler removed the assignment. This will even affect a call to memset()

see here: https://godbolt.org/z/rMa8MbYox

kentonv11 hours ago
I patched the free() implementation itself, not the code that calls free().

I did, of course, test it, and anyway we now run into the "freed memory" pattern regularly when debugging (yes including optimized builds), so it's definitely working.

shakna14 hours ago
However, if you recast to volatile, the compiler will keep it:

    #include <stdlib.h>
    #include <string.h>

    void free(void* ptr);
    void not_free(void* ptr);


    void test_with_free(char* ptr) {
        ptr[5] = 6;
        void *(* volatile memset_v)(void *s, int c, size_t n) = memset;
        memset_v(ptr + 2, 3, 4);
        free(ptr);
    }

    void test_with_other_func(char* ptr) {
        ptr[5] = 6;
        void *(* volatile memset_v)(void *s, int c, size_t n) = memset;
        memset_v(ptr + 2, 3, 4);
        not_free(ptr);
    }
cperciva11 hours ago
That code is not guaranteed to work. Declaring memset_v as volatile means that the variable has to be read, but does not imply that the function must be called; the compiler is free to compile the function call as "tmp = memset_v; if (tmp != memset) tmp(...)" relying on its knowledge that in the likely case of equality the call can be optimized away.
shakna10 hours ago
Whilst the C standard doesn't guarantee it, both LLVM and GCC _do_. They have implementation-defined that it will work, so are not free to optimise it away.

[0] https://llvm.org/docs/LangRef.html#llvm-memset-intrinsics

[1] https://gitweb.git.savannah.gnu.org/gitweb/?p=gnulib.git;a=b...

raverbashing5 hours ago
Yeah the C committee is wrong here
uecker5 hours ago
I don't see why?

The C committee gave you memset_explicit. But note that there is still no guarantee that information can not leak. This is generally a very hard problem as information can leak in many different ways as it may have been copied by the compiler. Fully memory safe languages (so "Safe Rust" but not necessarily real-word Rust) would offer a bit more protection by default, but then there are still side-channel issues.

raverbashing3 hours ago
Because, for the 1384th time, they're pretending they can ignore what the programmer explicitly told them to do

Creating memset_explicit won't fix existing code. "Oh but what if maybe" is just cope.

If I do memset then free then that's what I want to do

And the way things go I won't be surprised if they break memset_explicit for some other BS reason and then make you use memset_explicit_you_really_mean_it_this_time

uecker3 hours ago
Your problem is not the C committee but your lack of understanding how optimizing compilers work. WG14 could, of course, specify that a compiler has do exactly what you tell it to do. And in fact, every compiler supports this already: Im most cases even by default! Just do not turn on optimization. But this is not what most people want.

Once you accept that optimizing compilers do, well, optimizations, the question is what should be allowed and what not. Both inlining "memset" and eliminating dead stores are both simply optimizations which people generally want.

If you want a store not to be eliminated by a compiler, you can make it volatile. The C standard says this can not be deleted by optimizations. The criticism with this was that later undefined behavior could "undo" this by "travelling in time". We made it clear in ISO C23 that this not allowed (and I believe it never was) - against protests from some compiler folks. Compilers still do not fully conform to this, which shows the limited power WG14 has to change reality.

raverbashing1 hour ago
Nope it is the C committee

> Once you accept that optimizing compilers do, well, optimizations

Why in tarnation it is optimizing out a write to a pointer out before a function that takes said pointer? Imagine it is any other function besides free, see how ridiculous that sounds?

shakna1 hour ago
Tree shaking is pretty standard. Optimising out the write sounds fine to me - with the exception of a volatile pointer. That, there, is a mistake.
raverbashing37 minutes ago
Optimizing out a write to (example) an array on the stack seems fine to me.

Optimizing out a function call to a heap pointer (especially memset) seems wrong to me. You called the function, it should call the function!

But it's again the C language saving time not wearing a seatbelt or checking the tire pressure for saving 10s on a 2h trip

fluoridation9 minutes ago
The whole point of the optimizer is that it can detect inefficiencies by treating every statement as some combination of simple, fundamental operations. The compiler is not seeing "call memset() on pointer to heap", it's seeing "write of variable size" just before "deallocation". For some, optimizing that will be a problem, for others, not optimizing it will leave performance on the table.

There are still ways to obtain the desired behavior. Just put a call to a DLL or SO that implements what you need. The compiler cannot inspect the behavior of functions across module boundaries, so it cannot tell whether removing the call preserves semantics or not (for example, it could be that the external function sends the contents of the buffer to a file), so it will not remove it.

uecker1 hour ago
Because it is a dead store. Removing dead stores does not sound ridiculous to me and neither is it to anybody using an optimizing compiler in the last decades.
maxlybbert13 hours ago
Newer versions of C++ (and C, apparently) have functions so that the cast isn't necessary ( https://en.cppreference.com/w/c/string/byte/memset.html ).
plorkyeran15 hours ago
The author seems to be unaware that Mongo internally develops in a private repo and commits are published later to the public one with https://github.com/google/copybara. All of the confusion around dates is due to this.
enether3 hours ago
I was definitely unaware. I suspected something like this may be up when I talked about the zero-review of the apparent PR "I’m not aware of Mongo’s public review practices". This is great to know though. Updating the piece now to mention this and explain the date discrepancy
computerfan49415 hours ago
The author of this post is incorrect about the timeline. Our Atlas clusters were upgraded days before the CVE was announced.
enether3 hours ago
thanks! updated
maxrmk16 hours ago
How often are mongo instances exposed to the internet? I'm more of an SQL person and for those I know it's pretty uncommon, but does happen.
petcat16 hours ago
From my experience, Mongo DB's entire raison d'etre is "laziness".

* Don't worry about a schema.

* Don't worry about persistence or durability.

* Don't worry about reads or writes.

* Don't worry about connectivity.

This is basically the entire philosophy, so it's not surprising at all that users would also not worry about basic security.

senderista9 hours ago
To the extent that any of this was ever true, it hasn’t been true for at least a decade. After the WiredTiger acquisition they really got their engineering shit together. You can argue it was several years too late but it did happen.
cyberpunk6 hours ago
I got heavily burned pre-wiredtiger and swore to never use it again. Started a new job which uses it and it’s been… Painless, stable and fast with excellent support and good libraries. They did turn it around for sure.
winrid15 hours ago
Although interestingly, for all the mongo deployments I managed, the first time I saw a cluster publicly exposed without SSL was postgres :)
aragilar15 hours ago
Not only that, but authentication is much harder than it needs to be to set up (and is off by default).
morshu900110 hours ago
I'm sure there are publicly exposed MySQLs too
Thaxll12 hours ago
Most of your points are wrong. Maybe only 1- is valid'ish.
ddtaylor13 hours ago
Ultimate webscale!
hahahacorn16 hours ago
A highly cited reason for using mongo is that people would rather not figure out a schema. (N=3/3 for “serious” orgs I know using mongo).

That sort of inclination to push off doing the right thing now to save yourself a headache down the line probably overlaps with “let’s just make the db publicly exposed” instead of doing the work of setting up an internal network to save yourself a headache down the line.

matwood5 hours ago
> A highly cited reason for using mongo is that people would rather not figure out a schema.

Which is such a cop out, because there is always a schema. The only questions are whether it is designed, documented, and where it's implemented. Mongo requires some very explicit schema decisions, otherwise performance will quickly degrade.

xnorswap3 hours ago
Fowler describes it as Implicit vs Explicit schema, which feels right.

Kleppmann chooses "schema-on-read" vs "schema-on-write" for the same concept, which I find harder to grasp mentally, but describes when schema validation need occur.

TZubiri16 hours ago
I would have hoped that there would be no important data in mongoDB.

But now we can at least be rest assured that the important data in mongoDB is just very hard to read with the lack of schemas.

Probably all of that nasty "schema" work and tech debt will finally be done by hackers trying to make use of that information.

bostik3 hours ago
There is a surprising amount of important data in various Mongo instances around the world. Particularly within high finance, with multi-TB setups sprouting up here and there.

I suspect that this is in part due to historical inertia and exposure to SecDB designs.[0] Financial instruments can be hideously complex and they certainly are ever-evolving, so I can imagine a fixed schema for essentially constantly shifting time series universe would be challenging. When financial institutions began to adopt the SecDB model, MongoDB was available as a high-volume, "schemaless" KV store, with a reasonably good scaling story.

Combine that with the relatively incestuous nature of finance (they tend to poach and hire from within their own ranks), the average tenure of an engineer in one organisation being less than 4 years and you have an osmotic process of spreading "this at least works in this type of environment" knowledge. Add the naturally risk-averse nature of finance[ß] and you can see how one successful early adoption will quickly proliferate across the industry.

0: This was discussed at HN back in the day too: https://calpaterson.com/bank-python.html

ß: For an industry that loves to take financial risks - with other people's money of course, they're not stupid - the players in high finance are remarkably risk-averse when it comes to technology choices. Experimentation with something new and unknown carries a potentially unbounded downside with limited, slowly emerging upside.

saghm10 hours ago
I'd argue that there's a schema; it's just defined dynamically by the queries themselves. Given how much of the industry seems fine with dynamic typing in languages, it's always been weird to me how diehard people seem to be about this with databases. There have been plenty of legitimate reasons to be skeptical of mongodb over the years (especially in the early days), but this one really isn't any more of a big deal than using Python or JavaScript.
jeltz1 hour ago
As someone who has done a lot of Ruby coding I would say using a statically typed database is almost a must when using a dynamically type language. The database enforces the data model and the Ruby code was mostly just glue on top of that data model.
morshu900110 hours ago
Yes there's a schema, but it's hard to maintain. You end up with 200 separate code locations rechecking that the data is in the expected shape. I've had to fix too many such messes at work after a project grinded to a halt. Ironically some people will do schemaless but use a statically typed lang for regular backend code, which doesn't buy you much. I'd totally do dynamic there. But DB schema is so little effort for the strong foundation it sets for your code.

Sometimes it comes from a misconception that your schema should never have to change as features are added, and so you need to cover all cases with 1-2 omni tables. Often named "node" and "edge."

matwood5 hours ago
The adage I always tell people is that in any successful system, the data will far outlive the code. People throw away front ends and middle layers all the time. This becomes so much harder to do if the schema is defined across a sprawling middle layer like you describe.
cyberpunk6 hours ago
We just sit a data persistence service infront of mongo and so we can enforce some controls for everything there if we need them, but quite often we don’t.

It’s probably better to check what you’re working on than blindly assuming this thing you’ve gotten from somewhere is the right shape anyway.

TZubiri4 hours ago
What's weird to me is when dynamic typers don't acknowledge the tradeoff of quality vs upfront work.

I never said mongodb was wrong in that post, I just said it accumulated tech debt.

Let's stop feeling attacked over the negatives of tradeoffs

bigbuppo4 hours ago
Whatever horrors there are with mongo, it's still better than the shitshow that is Zope's ZODB.
bschmidt10797911 hours ago
Are you guys serious with these takes?

You very often have both NoSQL and SQL at scale.

NoSQL is used for high availability of data at scale - iMessage famously uses it for message threads, EA famously uses it for gaming matchmaking.

What you do is have both SQL and NoSQL. The NoSQL is basically caches of resources for high availability. Imagine you are making a social media app... Yes of course you have a SQL database that stores all the data, but you maintain API caches of posts in NoSQL.

Why? This gets to some of your other black vs white insults: NoSQL is typically WAY FASTER than SQL. That's why you use it. It's way faster to read a JSON file from a hard drive than it is to query a SQL database, always has been. So why not use NoSQL for EVERYTHING? Well, because you have duplicated data everywhere since it's not relational, it's just giant caches essentially. You also will get slow queries when the documents get huge.

Anyway you need both. It's not an either/or thing. I cannot believe this many years later people do not know the purpose of SQL and NoSQL and do not understand that it is not a competition at all. You want both!

ch20268 hours ago
Because nobody uses mongo for the reasons you listed. They use redis, dynamo, scylla or any number of enriched KV stores.

Mongo has spent its entire existence pretending to be a SQL database by poorly reinventing everything you get for free in postgres or mysql or cockroach.

Capricorn248111 hours ago
What they wrote was pretty benign. They just asked how common it is for Mongo to be exposed. You seem to have taken that as a completely different statement
bschmidt10797910 hours ago
I mean they said it's rarely used when in fact it's widely used by some of the world's biggest companies at the highest scale the internet knows. The other guy had a harsher comment sure, maybe I should duplicate my reply to them, but who knows what kinds of rules that breaks on this site lmao Happy Christmas & New Year buddy!
wood_spirit16 hours ago
The article links to a shodan scan reporting 213K exposed instances https://www.shodan.io/search?query=Product%3A%22MongoDB%22
ddtaylor13 hours ago
It could be because when you leave an SQL server exposed it often turns into much worse things. For example, without additional configuration, PostgreSQL will default into a configuration that can own the entire host machine. There is probably some obscure feature that allows system process management, uploading a shell script or something else that isn't disabled by default.

The end result is "everyone" kind of knows that if you put a PostgreSQL instance up publicly facing without a password or with a weak/default password, it will be popped in minutes and you'll find out about it because the attackers are lazy and just running crypto-mine malware, etc.

acheong0811 hours ago
My university has one exposed to the internet, and it's still not patched. Everyone is on holiday and I have no idea who to contact.
heavyset_go9 hours ago
No one, if you aren't in the administration's good graces and something shitty happens unrelated to you, you've put a target on your back to be suspect #1.
bschmidt10797910 hours ago
"Look at me. I'm the DBA now"

-JS devs after "Signing In With Facebook" to MongoDB Atlas

AKA me

Sorry guys, I broke it

ok12345615 hours ago
For a long time, the default install had it binding to all interfaces and with authentication disabled.
notepad0x9014 hours ago
often. lots of data leaks happened because of this. people spin it up in a cloud vm and forget it has a public ip all the time.
netsharc12 hours ago
> On Dec 24th, MongoDB reported they have no evidence of anybody exploiting the CVE

Absence of evidence is not evidence of absence...

forrestthewoods12 hours ago
What would you prefer them to say?
perching_aix11 hours ago
Evidence of no exploitations? It's usually hard to prove a negative, except when you have all the logs at your fingertips you can sift through. Unless they don't, of course. In which case the point stands: they don't actually know at this point in time, if they can even know about it at all.

Specifically, it looks like the exflitration primitive relies on errors being emitted, and those errors are what leak the data. They're also rather characteristic. One wouldn't reasonably expect MongoDB to hold onto all raw traffic data flowing in and out, but would absolutely expect them to have the error logs, at least for some time back.

saghm10 hours ago
I feel like that's an issue not with what they said, but what they did. It would be better for them to have checked this quickly, but it would have been worse for them to have they did when they hadn't. What you're saying isn't wrong, but it's not really an answer to the question you're replying to.
forrestthewoods10 hours ago
“No evidence of exploitation” is a pretty bog standard report I think? Made on Christmas Eve no less.

Do other CVE reports come with more strong statements? I’m not sure they do. But maybe you can provide some counter examples that meet your bar.

dwattttt3 hours ago
> "No evidence of exploitation” is a pretty bog standard report

It is standard, yes. The problem with it as a statement is that it's true even if you've collected exactly zero evidence. I can say I don't have evidence of anyone being exploited, and it's definitely true.

perching_aix10 hours ago
It's not really my bar, I just explored this on behalf of the person you were replying to because I found it mildly interesting.

It is also a pretty standard response indeed. But now that it was highlighted, maybe it does deserve some scrutiny? Or is saying silly, possibly misleading things okay if that's what everyone has always been doing?

ldng1 hour ago
MongoDB has always sucked... But it's webscale (sic)

Do yourself a favour, use ToroDB instead (or even straight PostgreSQL's JSONB).

exabrial13 hours ago
Why is anyone using mongo for literally anything
nine_k11 hours ago
Easy replication. I suppose it's faster than Postgres's JSONB, too.

I would rather not use it, but I see that there are legitimate cases where MongoDB or DynamoDB is a technically appropriate choice.

mickael-kerjean12 hours ago
because it is "web scale"

ref: https://www.youtube.com/watch?v=b2F-DItXtZs

DonHopkins8 hours ago
Whenever anyone writes about mongodb or redis I hear it in that voice.
gethly5 hours ago
Right? When they came out, it was all about NoSQL, which then turned out only mean key-value database, whom are plentiful.
Aldipower12 hours ago
This is a nasty ad repositorium datorum argumentation which I cannot tolerate.
whynotmaybe16 hours ago
I'm still thinking about the hypothetical optimism brought by OWASP top 10 hoping that major flaws will be solved and that buffer overflow has been there since the beginning... in 2003.
thrwaway5514 hours ago
I mean giving everyone footguns and you'll find that is unavoidable forever. Thoughts and prayers to the Mongo devs until we migrate to a language that prevents this error.
bschmidt10797911 hours ago
Every time someone posts about NoSQL a thousand "programmers" reveal they have never had to support a lot of traffic lol
jeltz1 hour ago
Nah, this time it was just you.
vivzkestrel10 hours ago
is it true that ubisoft got hacked and 900GB of data from their database was leaked due to mongobleed, i am seeing a lot of posts on social media under the #ubisoft tags today. can someone on HN confirm?
christophilus10 hours ago
I read that hack was made possible by Ubisoft’s support staff taking bribes.
Maxious10 hours ago
Details are still emerging, update in the last hour was that at least 5 different hacking groups were in ubisoft's systems and yeah some might have got their via bribes rather than mongodb https://x.com/vxunderground/status/2005483271065387461
bschmidt10797910 hours ago
TLDR: Blame logs not NoSQL.

Almost always when you hear about emails or payment info leaking (or when Twitter stored passwords in plaintext lol) it's from logs. And a lot of times logs are in NoSQL because it is only ever needed in that same JSON format and in a very highly available way (all you Heroku users tailing logs all day, yw) and then almost nobody encrypts phone numbers and emails etc. whenever those end up in logs.

There's basically no security around logs actually. They're just like snapshots of the backend data being sent around and nobody ever cares about it.

Anyway it has nothing to do with the choice to use NoSQL, it has more to do with how neglected security is around it.

Btw in case you are wondering in both the Twitter plaintext password case and in the Rainbow Six Siege data leak you mention were both logs that leaked. NoSQL backed logs sure, but it's more about the data security around logging IMO.

dwheeler10 hours ago
This has many similarities to the Heartbleed vulnerability: it involves trusting lengths from an attacker, leading to unauthorized revelation of data.
ChrisArchitect12 hours ago
petesergeant11 hours ago
> In C/C++, this doesn’t happen. When you allocate memory via `malloc()`, you get whatever was previously there.

What would break if the compiler zero'd it first? Do programs rely on malloc() giving them the data that was there before?

mdavid6267 hours ago
It takes time to zero out memory.
pelorat4 hours ago
That's what calloc() is for
fwip11 hours ago
"MongoBleed Explained by an LLM"
tuetuopay3 hours ago
If it is, it's less fluffy and empty than most of LLM prose we're usually fed. It's well explained and has enough details to not be overwhelming.

Honestly, aside from the "<emoji> impact" section that really has an LLM smell (but remember that some people legit do this since it's in the llm training corpus), this more feels like LLM assisted (translated? reworded? grammar-checked?) that pure "explain this" prompt.

enether2 hours ago
I didn't use AI in writing the post.

I did some research with it, and used it to help create the ASCII art a bit. That's about it.

I was afraid that adding the emoji would trigger someone to think it's AI.

In any case, nowadays I basically always get at least one comment calling me an AI on a post that's relatively popular. I assume it's more a sign of the times than the writing...

macintux32 minutes ago
I’m about ready to start flagging every comment that complains about the source material being LLM-generated. It’s tiresome, pointless, and adds absolutely nothing useful to the discussion.

If the material is wrong, explain why. Otherwise, shut up.

reassess_blind12 hours ago
Have all Atlas clusters been auto-updated with a fix?
enether2 hours ago
yes. apparently before Dec 19 too