ikos VS miri

Compare ikos vs miri and see what are their differences.

ikos

Static analyzer for C/C++ based on the theory of Abstract Interpretation. (by NASA-SW-VnV)

miri

An interpreter for Rust's mid-level intermediate representation (by rust-lang)
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ikos miri
14 122
1,986 3,973
0.5% 2.7%
7.5 10.0
about 1 month ago about 22 hours ago
C++ Rust
GNU General Public License v3.0 or later Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

ikos

Posts with mentions or reviews of ikos. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-12.
  • Static analyzer IKOS 3.2 Released
    1 project | news.ycombinator.com | 28 Dec 2023
  • Static analyzer IKOS 3.2-rc1 published – Request for testers
    1 project | news.ycombinator.com | 17 Dec 2023
  • The NSA advises move to memory-safe languages
    2 projects | news.ycombinator.com | 12 Dec 2023
    I beg to differ: there are a few tools which are comparable.

    Frama-C (https://www.frama-c.com) is an open source framework that has, among its analyzers, one based on abstract interpretation (https://www.frama-c.com/fc-plugins/eva.html) that is very similar in spirit to Astree.

    MOPSA (https://mopsa.lip6.fr) is another open-source project (albeit more recent, and in a more "academic" stage) that also provides abstract interpretation to analyze C programs for flaws.

    NASA also released IKOS (https://github.com/NASA-SW-VnV/ikos), on the same vein.

    Of course they lack the polish of a product which costs tens of thousands of euros per license, but they are open source, and their purpose is the same: to ensure code safety via formal methods, in particular abstract interpretation.

    It is possible to get these tools to analyze some code and generate no complaints, which ensures absence of several kinds of problems, such as memory safety issues.

    Then again, it's hard to know exactly how much they differ from Astree, since you need a license to compare them, and I don't even know if you are allowed to publish such comparisons.

  • Does anyone use IKOS for static analysis?
    1 project | /r/embedded | 1 May 2023
    I've been playing around with running IKOS (https://github.com/NASA-SW-VnV/ikos), it sounds very cool but doesn't seem to be super well maintained. I've managed to compile my project to llvm bit-code and run the IKSO on it, but the actual analysis seems to be buggy. There are open issues for the problems I encountered, but the make the analysis pretty useless (it thinks most functions are unreachable).
  • Astrée Static Analyzer for C and C++
    1 project | news.ycombinator.com | 2 Feb 2023
  • Checked C
    14 projects | news.ycombinator.com | 21 Dec 2022
    > https://www.absint.com/astree/index.htm

    This looks interesting. It's based on abstract interpretation which is more or less the most powerful approach for imperative code available. (Because the way it works it's likely slow as hell though, I guess).

    But it's closed source. One of this kind of products where you need to asks for the price… I think we all know what this means: It'll be laughably expensive.

    I don't see any offer for OpenSource projects frankly.

    > https://github.com/NASA-SW-VnV/ikos

    Also abstract interpretation based. Looks less polished than the first one at first glance.

    It's under some questionable license. According to OSI it's OpenSource. According to the FSF it's not. (The FSF argument sounds strong. They're right in my opinion. This NASA license does not look like OpenSource).

    But an OpenSource project could use it for free I assume.

    > https://github.com/static-analysis-engineering/CodeHawk-C

    Much more constrained in scope than the other ones. But looks a little bit "too academic" imho: Uses its own C parser and such.

    At least it's OpenSource under MIT license.

    Thanks for the links either way! Good to know about some tools in case one would need them at some point.

    > I have planned to try using them on OpenZFS for a while, but I am still busy reviewing and fixing reports made by conventional static analyzers.

    Stupid question about usual C development practices (as I don't have much contact with that):

    Aren't analyzers today part of the build pipeline form the get go? Especially as C is known to be full of booby traps.

    Imho it shouldn't be even possible to push anything that has issues discovered by tools.

    This should be the lowest barrier as most code analyzers are at most able to spot quite obvious problems (the commercial one above is likely an exception to this "rule"). When even the usual "stupid analyzer" sees issues than the code is very likely in a very bad shape.

    Adding such tools later on in the development is like activating warnings post factum: You'll get drowned in issues.

    Especially in such critical domains as file-systems I would actually expect that the developers are using "the best tools money can buy" (or at least the best OpenSource tools available).

    "Still fixing bugs found by some code analyzer" doesn't sound like someone should have much trust with their data in something like ZFS, to be honest… The statement sounds actually quite scary to me.

  • NSA Cybersecurity Information Sheet remarks on C and C++.
    7 projects | /r/cpp | 11 Nov 2022
  • IKOS: Static analyzer for C/C++ based on the theory of Abstract Interpretation
    6 projects | news.ycombinator.com | 20 Apr 2022
    They have very unusual license which I have never seen before: https://github.com/NASA-SW-VnV/ikos/blob/master/LICENSE.txt

    Is anyone familiar with it? Is it OSI certified? (it's not on the OSI's site).

  • Is there a project like MIRI but for C++
    2 projects | /r/cpp | 18 Apr 2022
  • (x-post) Why static analysis on C projects is not widespread already?
    1 project | /r/embedded | 19 Mar 2021
    Yeah there are tools that require adding contracts as comments. But again, there are also friction-less tools that don't require any changes (for example a NASA one).

miri

Posts with mentions or reviews of miri. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-05-02.
  • Rust: Box Is a Unique Type
    7 projects | news.ycombinator.com | 2 May 2024
    >While we are many missing language features away from this being the case, the noalias case is also magic descended upon box itself, with no user code ever having access to it.

    I'm not sure why the author thinks there's magic behind Box. Box is not a special case of `noalias`. Run this snippet with miri and you'll see the same issue: https://play.rust-lang.org/?version=stable&mode=debug&editio...

    `Box` _does_ have an expectation that its inner pointer is not aliased to another Box (even if used for readonly operations). See: https://github.com/rust-lang/miri/issues/1800#issuecomment-8...)

  • Bytecode VMs in Surprising Places
    8 projects | news.ycombinator.com | 30 Apr 2024
    Miri [0] is an interpreter for the mid-level intermediate representation (MIR) generated by the Rust compiler. MIR is input for more processing steps of the compiler. However miri also runs MIR directly. This means miri is a VM. Of course it's not a bytecode VM, because MIR is not a bytecode AFAIK. I still think that miri is a interesting example.

    And why does miri exist?

    It is a lot slower. However it can check for some undefined behavior.

    [0]: https://github.com/rust-lang/miri

  • RFC: Rust Has Provenance
    3 projects | news.ycombinator.com | 31 Jan 2024
    Provenance is a dynamic property of pointer values. The actual underlying rules that a program must follow, even when using raw pointers and `unsafe`, are written in terms of provenance. Miri (https://github.com/rust-lang/miri) represents provenance as an actual value stored alongside each pointer's address, so it can check for violations of these rules.

    Lifetimes are a static approximation of provenance. They are erased after being validated by the borrow checker, and do not exist in Miri or have any impact on what transformations the optimizer may perform. In other words, the provenance rules allow a superset of what the borrow checker allows.

  • Mir: Strongly typed IR to implement fast and lightweight interpreters and JITs
    4 projects | news.ycombinator.com | 26 Dec 2023
  • Running rustc in a browser
    1 project | /r/rust | 12 Jul 2023
    There has been discussion of doing this with MIRI, which would be easier than all of rustc.
  • Piecemeal dropping of struct members causes UB? (Miri)
    1 project | /r/rust | 4 Jul 2023
    This issue has been fixed: https://github.com/rust-lang/miri/issues/2964
  • Erroneous UB Error with Miri?
    2 projects | /r/rust | 4 Jul 2023
  • I've incidentally created one of the fastest bounded MPSC queue
    8 projects | /r/rust | 26 Jun 2023
    Actually, I've done more advanced tests with MIRI (see https://github.com/rust-lang/miri/issues/2920 for example) which allowed me to fix some issues. I've also made the code compatible with loom, but I didn't found the time yet to write and execute loom tests. That's on the TODO-list, and I need to track it with an issue too.
  • Interested in "secure programming languages", both theory and practice but mostly practice, where do I start?
    2 projects | /r/ProgrammingLanguages | 17 Jun 2023
    He is one of the big brains behind Miri, which is a interpreter that runs on the MIR (compiler representation between human code and asm/machine code) and detects undefined behavior. Super useful tool for language safety, pretty interesting on its own.
  • Formal verification for unsafe code?
    2 projects | /r/rust | 16 Jun 2023
    I would also run your tests in Miri (https://github.com/rust-lang/miri) to try to cover more bases.

What are some alternatives?

When comparing ikos and miri you can also consider the following projects:

Triton - Triton is a dynamic binary analysis library. Build your own program analysis tools, automate your reverse engineering, perform software verification or just emulate code.

cons-list - Singly-linked list implementation in Rust

ardupilot - ArduPlane, ArduCopter, ArduRover, ArduSub source

sanitizers - AddressSanitizer, ThreadSanitizer, MemorySanitizer

IntegerAbsoluteDifferenceCpp - Computing the difference between two integer values in C++. Turns out this isn't trivial.

rust - Empowering everyone to build reliable and efficient software.

cppbestpractices - Collaborative Collection of C++ Best Practices. This online resource is part of Jason Turner's collection of C++ Best Practices resources. See README.md for more information.

Rust-Full-Stack - Rust projects here are easy to use. There are blog posts for them also.

codechecker - CodeChecker is an analyzer tooling, defect database and viewer extension for the Clang Static Analyzer and Clang Tidy

rfcs - RFCs for changes to Rust

z3 - The Z3 Theorem Prover

nomicon - The Dark Arts of Advanced and Unsafe Rust Programming