microML

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These are the Passing level criteria. You can also view the Silver or Gold level criteria.

        

 Basics 13/13 ●

  • Identification

    a library for numerical crunching and machine learning on microcontrollers

    What programming language(s) are used to implement the project?

  • Basic project website content


    Enough for a badge!

    The project website MUST succinctly describe what the software does (what problem does it solve?). [description_good]

    Every single file and comment are in the English language, no jargon is utilized whatsoever.


    Enough for a badge!

    The project website MUST provide information on how to: obtain, provide feedback (as bug reports or enhancements), and contribute to the software. [interact]

    Several clear and simple "md" files have been included in the repo, which provide such information.


    Enough for a badge!

    Habari juu ya jinsi ya kuchangia LAZIMA ieleze mchakato wa uchangiaji (kwa mfano, je! Maombi ya kuvuta yanatumika?) (URL required) [contribution]

    Non-trivial contribution file in repository: https://github.com/microML/microML/blob/main/CONTRIBUTING.md.


    Enough for a badge!

    Habari juu ya jinsi ya kuchangia INAPASWA kujumuisha mahitaji ya michango inayokubalika (k.m., rejeleo la kiwango chochote kinachohitajika cha usimbaji). (URL required) [contribution_requirements]

    Several "md" files have been added to the repository for that purpose. Please, refer to the files "CONTRIBUTING.md", "RELEASES.md" and "SUPPORT.md" for more details. Please, find the URLs below: https://github.com/microML/microML/blob/main/CONTRIBUTING.md https://github.com/microML/microML/blob/main/RELEASES.md https://github.com/microML/microML/blob/main/SUPPORT.md


  • FLOSS license

    What license(s) is the project released under?


    Enough for a badge!

    The software produced by the project MUST be released as FLOSS. [floss_license]

    The Apache-2.0 license is approved by the Open Source Initiative (OSI).


    Enough for a badge!

    It is SUGGESTED that any required license(s) for the software produced by the project be approved by the Open Source Initiative (OSI). [floss_license_osi]

    The Apache-2.0 license is approved by the Open Source Initiative (OSI).


    Enough for a badge!

    The project MUST post the license(s) of its results in a standard location in their source repository. (URL required) [license_location]

    Non-trivial license location file in repository: https://github.com/microML/microML/blob/main/LICENSE.


  • Documentation


    Enough for a badge!

    The project MUST provide basic documentation for the software produced by the project. [documentation_basics]

    As this is still a very simple library, the instructions reported in the file "README.md" are essentially everything needed to get started. Moreover, the user is pointed towards the "test" directory which contains working and well commented examples.


    Enough for a badge!

    The project MUST provide reference documentation that describes the external interface (both input and output) of the software produced by the project. [documentation_interface]

    For now, as this is a very basic release at the moment, all the information needed to understand the external interface is reported in the file "README.md". In that document the user is suggested to go to the "test" folder which include working and well documented examples.


  • Other


    Enough for a badge!

    The project sites (website, repository, and download URLs) MUST support HTTPS using TLS. [sites_https]

    Given only https: URLs.


    Enough for a badge!

    The project MUST have one or more mechanisms for discussion (including proposed changes and issues) that are searchable, allow messages and topics to be addressed by URL, enable new people to participate in some of the discussions, and do not require client-side installation of proprietary software. [discussion]

    GitHub supports discussions on issues and pull requests.


    Enough for a badge!

    The project SHOULD provide documentation in English and be able to accept bug reports and comments about code in English. [english]

    All documentation is in English.


    Enough for a badge!

    The project MUST be maintained. [maintained]


(Advanced) What other users have additional rights to edit this badge entry? Currently: []



  • Public version-controlled source repository


    Enough for a badge!

    The project MUST have a version-controlled source repository that is publicly readable and has a URL. [repo_public]

    Repository on GitHub, which provides public git repositories with URLs.


    Enough for a badge!

    The project's source repository MUST track what changes were made, who made the changes, and when the changes were made. [repo_track]

    Repository on GitHub, which uses git. git can track the changes, who made them, and when they were made.


    Enough for a badge!

    To enable collaborative review, the project's source repository MUST include interim versions for review between releases; it MUST NOT include only final releases. [repo_interim]

    This is exactly the way we plan to proceed. There is no interim version at the moment since this is a brand new project.


    Enough for a badge!

    It is SUGGESTED that common distributed version control software be used (e.g., git) for the project's source repository. [repo_distributed]

    Repository on GitHub, which uses git. git is distributed.


  • Unique version numbering


    Enough for a badge!

    The project results MUST have a unique version identifier for each release intended to be used by users. [version_unique]

    This is exactly the way we plan to proceed. There is no version numbering at the moment since this is a brand new project.


    Enough for a badge!

    It is SUGGESTED that the Semantic Versioning (SemVer) or Calendar Versioning (CalVer) version numbering format be used for releases. It is SUGGESTED that those who use CalVer include a micro level value. [version_semver]

    Enough for a badge!

    It is SUGGESTED that projects identify each release within their version control system. For example, it is SUGGESTED that those using git identify each release using git tags. [version_tags]

    This is exactly the way we plan to proceed. We use GitHub for that purpose.


  • Release notes


    Enough for a badge!

    The project MUST provide, in each release, release notes that are a human-readable summary of major changes in that release to help users determine if they should upgrade and what the upgrade impact will be. The release notes MUST NOT be the raw output of a version control log (e.g., the "git log" command results are not release notes). Projects whose results are not intended for reuse in multiple locations (such as the software for a single website or service) AND employ continuous delivery MAY select "N/A". (URL required) [release_notes]

    This is exactly the way we plan to proceed. There are no release notes at the moment since this is a brand new project.


    Enough for a badge!

    The release notes MUST identify every publicly known run-time vulnerability fixed in this release that already had a CVE assignment or similar when the release was created. This criterion may be marked as not applicable (N/A) if users typically cannot practically update the software themselves (e.g., as is often true for kernel updates). This criterion applies only to the project results, not to its dependencies. If there are no release notes or there have been no publicly known vulnerabilities, choose N/A. [release_notes_vulns]

    No publicly vulnerabilities are known at the moment since this is a quite young project.


  • Bug-reporting process


    Enough for a badge!

    The project MUST provide a process for users to submit bug reports (e.g., using an issue tracker or a mailing list). (URL required) [report_process]

    We do have a process to submit bug reports. It is documented in https://github.com/microML/microML/blob/main/CONTRIBUTING.md


    Enough for a badge!

    The project SHOULD use an issue tracker for tracking individual issues. [report_tracker]

    We use the GitHub issue tracker.


    Enough for a badge!

    The project MUST acknowledge a majority of bug reports submitted in the last 2-12 months (inclusive); the response need not include a fix. [report_responses]

    This is how we plan to proceed. There are no bug reports for now because the repository is new.


    Enough for a badge!

    The project SHOULD respond to a majority (>50%) of enhancement requests in the last 2-12 months (inclusive). [enhancement_responses]

    This is how we plan to proceed. We will always do our best to submit the majority of enhancement requests made by the community. We want to make sure that we follow the insights/suggestions of the whole community.


    Enough for a badge!

    The project MUST have a publicly available archive for reports and responses for later searching. (URL required) [report_archive]

    https://github.com/microML/microML


  • Vulnerability report process


    Enough for a badge!

    The project MUST publish the process for reporting vulnerabilities on the project site. (URL required) [vulnerability_report_process]

    For details, please see https://github.com/microML/microML/blob/main/SUPPORT.md and https://github.com/microML/microML/blob/main/SECURITY.md


    Enough for a badge!

    If private vulnerability reports are supported, the project MUST include how to send the information in a way that is kept private. (URL required) [vulnerability_report_private]

    We plan to be an open and transparent community. There are no info treated in this project which might be private since this is library about mathematics and machine learning.


    Enough for a badge!

    The project's initial response time for any vulnerability report received in the last 6 months MUST be less than or equal to 14 days. [vulnerability_report_response]

    This is how we plan to proceed. We don't have any vulnerability report yet because the repository is new.


  • Working build system


    Enough for a badge!

    Ikiwa programu iliyotengenezwa na mradi inahitaji ujenzi wa matumizi, mradi LAZIMA utoe mfumo wa kujenga ambao unaweza kujenga programu kiotomatiki kutoka kwa chanzo-msimbo. [build]

    Non-trivial build file in repository: https://github.com/microML/microML/blob/main/Makefile.


    Enough for a badge!

    INAPENDEKEZWA kuwa zana za kawaida zitumike kujenga programu. [build_common_tools]

    Non-trivial build file in repository: https://github.com/microML/microML/blob/main/Makefile.


    Enough for a badge!

    Mradi UNAPASWA kujengwa kwa kutumia zana za FLOSS pekee yake. [build_floss_tools]

    The project utilizes only "gcc" and "avr-gcc" to be compiled. Both are FLOSS tools. No external dependencies are planed.


  • Automated test suite


    Enough for a badge!

    The project MUST use at least one automated test suite that is publicly released as FLOSS (this test suite may be maintained as a separate FLOSS project). The project MUST clearly show or document how to run the test suite(s) (e.g., via a continuous integration (CI) script or via documentation in files such as BUILD.md, README.md, or CONTRIBUTING.md). [test]

    Please, find the documentation at https://github.com/microML/microML/blob/main/README.md and https://github.com/microML/microML/blob/main/CONTRIBUTING.md


    Enough for a badge!

    A test suite SHOULD be invocable in a standard way for that language. [test_invocation]

    We provide a Makefile for that purpose.


    Enough for a badge!

    It is SUGGESTED that the test suite cover most (or ideally all) the code branches, input fields, and functionality. [test_most]

    We plan to proceed in this way but there are no branches at the moment in the repository.


    Enough for a badge!

    It is SUGGESTED that the project implement continuous integration (where new or changed code is frequently integrated into a central code repository and automated tests are run on the result). [test_continuous_integration]

    We use GitHub entirely for that purpose.


  • New functionality testing


    Enough for a badge!

    The project MUST have a general policy (formal or not) that as major new functionality is added to the software produced by the project, tests of that functionality should be added to an automated test suite. [test_policy]

    We provide information about the general policy in the files "CONTRIBUTING", "README" and "CODE_OF_CONDUCT". The main guiding principle is that a test suite must be in place so that the main branch of the repository is never compromised.


    Enough for a badge!

    The project MUST have evidence that the test_policy for adding tests has been adhered to in the most recent major changes to the software produced by the project. [tests_are_added]

    We do not have a complete test policy since the project is too young for that. Obviously, once the project becomes bigger there will be a test policy.


    Barely enough for a badge.

    It is SUGGESTED that this policy on adding tests (see test_policy) be documented in the instructions for change proposals. [tests_documented_added]

    Please, see the comment above.


  • Warning flags


    Enough for a badge!

    The project MUST enable one or more compiler warning flags, a "safe" language mode, or use a separate "linter" tool to look for code quality errors or common simple mistakes, if there is at least one FLOSS tool that can implement this criterion in the selected language. [warnings]

    The warning flags are included in the Makefile of the project.


    Enough for a badge!

    The project MUST address warnings. [warnings_fixed]

    Enough for a badge!

    It is SUGGESTED that projects be maximally strict with warnings in the software produced by the project, where practical. [warnings_strict]

  • Secure development knowledge


    Enough for a badge!

    The project MUST have at least one primary developer who knows how to design secure software. (See ‘details’ for the exact requirements.) [know_secure_design]

    We are a team of people who have experience in scientific and industrial software. Some of us are definitely qualified to design secure software. Some of us also have past experience with developing open/free software.


    Enough for a badge!

    At least one of the project's primary developers MUST know of common kinds of errors that lead to vulnerabilities in this kind of software, as well as at least one method to counter or mitigate each of them. [know_common_errors]

    We are a team of people who have experience in scientific and industrial software. Please, see the previous comment.


  • Use basic good cryptographic practices

    Note that some software does not need to use cryptographic mechanisms. If your project produces software that (1) includes, activates, or enables encryption functionality, and (2) might be released from the United States (US) to outside the US or to a non-US-citizen, you may be legally required to take a few extra steps. Typically this just involves sending an email. For more information, see the encryption section of Understanding Open Source Technology & US Export Controls.

    Enough for a badge!

    Programu iliyotengenezwa na mradi LAZIMA itumie, kwa chaguo-msingi, tu itifaki za kriptografia na mifumbo ambazo zimechapishwa hadharani na kukaguliwa na wataalam (ikiwa itifaki za kriptografia na mafumbo imetumika). [crypto_published]

    Enough for a badge!

    Ikiwa programu iliyotengenezwa na mradi ni programu au maktaba, na kusudi lake la msingi sio kutekeleza usimbuaji, basi INAPASWA tu kuita programu iliyoundwa kihususa kutekeleza kazi za kielelezo; HAIPASWI kutekeleza-upya shughuli hiyo. [crypto_call]

    Enough for a badge!

    Utendaji wote katika programu iliyotengenezwa na mradi ambayo inategemea usimbuaji LAZIMA iweze kutekelezwa kwa kutumia FLOSS. [crypto_floss]

    Enough for a badge!

    Mifumo ya usalama ndani ya programu inayozalishwa na mradi LAZIMA itumie kwa msingi keylengths ambazo angalau zinakidhi mahitaji ya chini ya NIST kufikia mwaka wa 2030 (kama ilivyoelezwa mnamo 2012). LAZIMA iwe rahisi kusanidi programu ili keylengths ndogo zimezimwa kabisa. [crypto_keylength]

    Enough for a badge!

    The default security mechanisms within the software produced by the project MUST NOT depend on broken cryptographic algorithms (e.g., MD4, MD5, single DES, RC4, Dual_EC_DRBG), or use cipher modes that are inappropriate to the context, unless they are necessary to implement an interoperable protocol (where the protocol implemented is the most recent version of that standard broadly supported by the network ecosystem, that ecosystem requires the use of such an algorithm or mode, and that ecosystem does not offer any more secure alternative). The documentation MUST describe any relevant security risks and any known mitigations if these broken algorithms or modes are necessary for an interoperable protocol. [crypto_working]

    Enough for a badge!

    The default security mechanisms within the software produced by the project SHOULD NOT depend on cryptographic algorithms or modes with known serious weaknesses (e.g., the SHA-1 cryptographic hash algorithm or the CBC mode in SSH). [crypto_weaknesses]

    Enough for a badge!

    Mifumo ya usalama ndani ya programu iliyotengenezwa na mradi INAPASWA kutekeleza kwa ukamilifu usiri wa umbele ya itifaki za makubaliano ya funguo ili funguo la kipindi kilicho tokana na kikao cha vifungo muda-mrefu haziwezi kuridhi mabaya ikiwa mojawapo ya vifunguo vya muda-mrefu imeridhi mabaya katika usoni. [crypto_pfs]

    Enough for a badge!

    Ikiwa programu iliyotengenezwa na mradi imesababisha uhifadhi wa nywila kwa minajili ya uthibitishaji ya watumiaji wa kutoka nje, nywila LAZIMA zihifadhiwe kwa mficho uliorudiarudia na chumvi kwa kila-mtumiaji kwa kutumia kanuni ya upanuaji (rudiarudia) wa funguo (k.m., Argon2id, Bcrypt, Scrypt, or PBKDF2). Ona pia Kurasadogo ya Uhifadhi wa Nywila la OWASP). [crypto_password_storage]

    Enough for a badge!

    Mifumo ya usalama ndani ya programu iliyotengenezwa na mradi LAZIMA itoe funguo zote za kriptologia na nonces kwa kutumia kitengeneza cha nambari za bahati kuptia kriptologia salama, na ISIWEZE kufanya hivo kutumia vitengenezi zisizo salama kikriptologia. [crypto_random]

  • Secured delivery against man-in-the-middle (MITM) attacks


    Enough for a badge!

    The project MUST use a delivery mechanism that counters MITM attacks. Using https or ssh+scp is acceptable. [delivery_mitm]

    We plan to use GitHub for that purpose.


    Enough for a badge!

    A cryptographic hash (e.g., a sha1sum) MUST NOT be retrieved over http and used without checking for a cryptographic signature. [delivery_unsigned]

  • Publicly known vulnerabilities fixed


    Enough for a badge!

    There MUST be no unpatched vulnerabilities of medium or higher severity that have been publicly known for more than 60 days. [vulnerabilities_fixed_60_days]

    This is exactly how we plan to proceed.


    Enough for a badge!

    Projects SHOULD fix all critical vulnerabilities rapidly after they are reported. [vulnerabilities_critical_fixed]

  • Other security issues


    Enough for a badge!

    The public repositories MUST NOT leak a valid private credential (e.g., a working password or private key) that is intended to limit public access. [no_leaked_credentials]

    The repository does not and never will contain any information of that type.


  • Static code analysis


    Enough for a badge!

    At least one static code analysis tool (beyond compiler warnings and "safe" language modes) MUST be applied to any proposed major production release of the software before its release, if there is at least one FLOSS tool that implements this criterion in the selected language. [static_analysis]

    We cannot apply such tools since the software produced in this library is intended for microcontrollers only.


    Enough for a badge!

    It is SUGGESTED that at least one of the static analysis tools used for the static_analysis criterion include rules or approaches to look for common vulnerabilities in the analyzed language or environment. [static_analysis_common_vulnerabilities]

    Please, see previous comment.


    Enough for a badge!

    All medium and higher severity exploitable vulnerabilities discovered with static code analysis MUST be fixed in a timely way after they are confirmed. [static_analysis_fixed]

    Please, see previous comment. In any case, we plan to fix every vulnerability found as soon as possible.


    Enough for a badge!

    It is SUGGESTED that static source code analysis occur on every commit or at least daily. [static_analysis_often]

    The code needs to be thoroughly analized at every commit since this code has to run on microcontrollers. No code that is not tested on actual hardware will be committed.


  • Dynamic code analysis


    Enough for a badge!

    It is SUGGESTED that at least one dynamic analysis tool be applied to any proposed major production release of the software before its release. [dynamic_analysis]

    Please, comments above. This is a library for microcontrollers.


    Enough for a badge!

    It is SUGGESTED that if the software produced by the project includes software written using a memory-unsafe language (e.g., C or C++), then at least one dynamic tool (e.g., a fuzzer or web application scanner) be routinely used in combination with a mechanism to detect memory safety problems such as buffer overwrites. If the project does not produce software written in a memory-unsafe language, choose "not applicable" (N/A). [dynamic_analysis_unsafe]

    We plan to do this for sure but with different tools since this is a library for microcontrollers.


    Barely enough for a badge.

    It is SUGGESTED that the project use a configuration for at least some dynamic analysis (such as testing or fuzzing) which enables many assertions. In many cases these assertions should not be enabled in production builds. [dynamic_analysis_enable_assertions]

    Please, see previous comment.


    Enough for a badge!

    All medium and higher severity exploitable vulnerabilities discovered with dynamic code analysis MUST be fixed in a timely way after they are confirmed. [dynamic_analysis_fixed]


This data is available under the Creative Commons Attribution version 3.0 or later license (CC-BY-3.0+). All are free to share and adapt the data, but must give appropriate credit. Please credit Jean Michel Sellier and the OpenSSF Best Practices badge contributors.

Project badge entry owned by: Jean Michel Sellier.
Entry created on 2022-03-10 20:02:36 UTC, last updated on 2022-03-10 21:07:21 UTC. Last achieved passing badge on 2022-03-10 21:07:21 UTC.

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