From 7604018fc6059c99b690d1b1305d8a0bd0cf25cc Mon Sep 17 00:00:00 2001 From: William Morgan Date: Fri, 7 May 2021 11:08:42 -0500 Subject: [PATCH] fuzz testing blog post (#1067) add fuzz testing blog post Signed-off-by: William Morgan --- linkerd.io/content/_index.md | 2 +- linkerd.io/content/blog/_index.md | 2 +- .../introducing-fuzz-testing-to-linkerd.md | 146 ++++++++++++++++++ .../prince-abid-TWbkojYMhAg-unsplash.jpg | Bin 0 -> 329992 bytes 4 files changed, 148 insertions(+), 2 deletions(-) create mode 100644 linkerd.io/content/blog/introducing-fuzz-testing-to-linkerd.md create mode 100644 linkerd.io/static/uploads/prince-abid-TWbkojYMhAg-unsplash.jpg diff --git a/linkerd.io/content/_index.md b/linkerd.io/content/_index.md index c84b0d6a421e4..f422679baef1f 100644 --- a/linkerd.io/content/_index.md +++ b/linkerd.io/content/_index.md @@ -21,7 +21,7 @@ benefits: - title: "Best-in-breed security" image: "/uploads/secure.svg" announcement_banner: - description: "**2021-03-11** Announcing Linkerd 2.10! [Read more »](/2021/03/11/announcing-linkerd-2.10/)" + description: "**2021-05-07** Introducing fuzz testing for Linkerd! [Read more »](/2021/05/07/fuzz-testing-for-linkerd/)" description: Linkerd adds critical security, observability, and reliability to your Kubernetes stack, without any code changes. keywords: diff --git a/linkerd.io/content/blog/_index.md b/linkerd.io/content/blog/_index.md index f3376855eed21..8269b5ca4a2f4 100644 --- a/linkerd.io/content/blog/_index.md +++ b/linkerd.io/content/blog/_index.md @@ -7,8 +7,8 @@ tags: - Tutorials & How-To's - Video items: + - blog/introducing-fuzz-testing-to-linkerd.md - blog/announcing-linkerd-2-10.md - - blog/linkerd-steering-committee.md description: '' keywords: [] --- diff --git a/linkerd.io/content/blog/introducing-fuzz-testing-to-linkerd.md b/linkerd.io/content/blog/introducing-fuzz-testing-to-linkerd.md new file mode 100644 index 0000000000000..d0cc369446ce5 --- /dev/null +++ b/linkerd.io/content/blog/introducing-fuzz-testing-to-linkerd.md @@ -0,0 +1,146 @@ +--- +title: 'Introducing fuzz testing for Linkerd' +author: 'william' +date: 2021-05-07T00:00:00+00:00 +thumbnail: /uploads/prince-abid-TWbkojYMhAg-unsplash.jpg +featured: false +slug: fuzz-testing-for-linkerd +tags: [Linkerd] +--- + +![a fuzzy baby chick](/uploads/prince-abid-TWbkojYMhAg-unsplash.jpg) + +Over the past few months, the team at [Ada Logics](https://adalogics.com/) has +been hard at work introducing fuzz testing to [Linkerd's Rust +proxy](https://linkerd.io/2020/07/23/under-the-hood-of-linkerds-state-of-the-art-rust-proxy-linkerd2-proxy/). +These fuzz tests now run continuously on Linkerd via Google's +[OSS-Fuzz](https://github.com/google/oss-fuzz) service, providing another layer +of safety for Linkerd users around the globe. In total, fuzzing was integrated +into seven dependencies of the proxy as well as the proxy itself, and five of +these projects are now running continuously on OSS-Fuzz. + +These fuzz tests uncovered two minor bugs in the proxy, which have since been +fixed. (By comparison, a similar recent effort on a C-based CNCF project found +(and fixed) over 30 bugs, primarily related to memory safety). In addition, a +few minor issues were found in dependencies, and these have all been +communicated to the maintainers. + +You can read the [full report +here](https://github.com/linkerd/linkerd2-proxy/blob/main/docs/linkerd2-proxy-fuzzing-report.pdf). +For details, and how you can get involved in this important safety measure for +Linkerd, read on! + +(Background reading: [Under the hood of Linkerd's state-of-the-art Rust proxy, +Linkerd2-proxy](https://linkerd.io/2020/07/23/under-the-hood-of-linkerds-state-of-the-art-rust-proxy-linkerd2-proxy/); +and [Why Linkerd doesn't use +Envoy](https://linkerd.io/2020/12/03/why-linkerd-doesnt-use-envoy/).) + +## Why fuzz test the proxy? + +Fuzz testing is a type of automated software testing that uses randomized +inputs and coverage-based genetic algorithms to evaluate the behavior of code. +Because the input is randomly generated, fuzz testing is useful in capturing +test cases that humans might miss, especially when it comes to corner cases +around invalid or unexpected inputs. + +Linkerd uses [an arsenal of automated +tests](https://github.com/linkerd/linkerd2/actions) to ensure safety and +reliability on every commit. These tests range from code linting and static +analysis, to unit tests, to a comprehensive suite of integration tests. While +these tests play a major part of Linkerd's development process, there are +three reasons why we wanted to augment them with fuzz testing of the proxy in +particular: + +1. **Linkerd's proxy handles untrusted input from the network.** The proxy must +take a request from an application or possibly from the open Internet; parse +the data; and "do something" with it—send it to its destination, reject it, +etc. While Rust's memory safety guarantees help us avoid an entire class of +security vulnerabilities that are endemic to C and C++ code, that, of course, +doesn't prevent other types of bugs. And the threshold for resilience in the +proxy is _extremely_ high—it must be able to handle even the worst-case +scenario of malicious input crafted by someone with full source code access. + +2. **The data plane proxy is the most critical runtime component of any service +mesh.** While Linkerd is designed so that a temporary failure of control plane +components does not affect running applications, temporary failures at the data +plane level means that pods are unable to process requests. And beyond simple +failures, the worst-case scenario for bugs in the proxy is horrifying: changing +or corrupting a request could be disastrous; not handling mTLS correctly could +expose traffic to attackers; and so on. Thus, it behoves us to have the most +robust set of tests possible, in addition to our existing reliability practices +around code review, etc. + +3. **The fuzz testing ecosystem for Rust is simply underdeveloped compared to +that of other languages.** Investing in this critical area meant that not just +Linkerd, but other projects that are built on the state-of-the-art Rust +networking ecosystem (projects like [Tokio](https://tokio.rs/), +[Hyper](https://hyper.rs/), [Rustls](https://github.com/ctz/rustls), and +[Tower](https://github.com/tower-rs/tower)) could all benefit from this work—a +win for everyone. + +## What did the fuzz testing find? + +The initial fuzz tests found two minor bugs in Linkerd's proxy.[^1] First, the +proxy would panic when a DNS lookup resulted in names exceeding 255 bytes, due +to [a bug in the trust-dns +library](https://github.com/bluejekyll/trust-dns/issues/1447) the proxy uses +for DNS queries. This issue was fixed immediately by the maintainers of that +library and the fix incorporated in recent Linkerd releases. + +Second, the proxy would panic when resolving IPv6 addresses with port 80. (Most +Kubernetes providers do not yet support IPv6, but the proxy is future-proofed +for when they do.) This was [a bug in the proxy +itself](https://github.com/linkerd/linkerd2-proxy/pull/976), and was also fixed +immediately with the fix incorporated into recent Linkerd releases. + +These bugs demonstrate the value of fuzz testing: they represent logical flaws +in the proxy (and dependent libraries) that involved unexpected edge cases, in +code which had passed several rounds of human review. + +While no two projects are alike, as a point of comparison, a recent similar +exercise by Ada Logics on a graduated CNCF project written in C yielded over 30 +bugs, including 4 "high severity" and 8 "medium severity" bugs. The majority of +these bugs were buffer overflows, null dereferences, memory leaks, and other +types of memory errors that Linkerd's use of Rust allows us to avoid in the +first place. +([link](https://www.cncf.io/blog/2020/12/15/securing-open-source-fuzzing-integration-vulnerability-analysis-and-bug-fixing-of-fluent-bit/)) + +## So what's next? + +The fact that the fuzz tests found bugs is great! But this is just the +beginning, not the end, of the fuzz testing story. This initial work only +captured a portion of the proxy's surface area, and there's a lot more that +could benefit from fuzz testing. + +If you're looking for ways to get involved with Linkerd—and we'd love to have +you—the good news is that this is yet another avenue by which you can help the +project. If you're interested in further building out Linkerd's set of fuzz +tests, please see [the developer docs for proxy fuzzing in +Linkerd](https://github.com/linkerd/linkerd2-proxy/blob/main/docs/FUZZING.md), +hop into `#contributors` on [the Linkerd Slack](https://slack.linkerd.io), and +let's make it happen! + +## Thank you + +The Linkerd maintainers would like to issue a special thank-you to the Ada +Logics team and David Korczynski in particular for their hard work in +implementing these fuzzers, for wading into the uncharted waters of fuzz +testing for Rust, and for helping us navigate the OSS-Fuzz project. We'd also +like to thank the CNCF, especially Chris Aniszczyk, for sponsoring this work. + +## Linkerd is for everyone + +Linkerd is a community project and is hosted by the +[Cloud Native Computing Foundation](https://cncf.io/). Linkerd is +[committed to open governance.](https://linkerd.io/2019/10/03/linkerds-commitment-to-open-governance/) +If you have feature requests, questions, or comments, we'd love to have you join +our rapidly-growing community! Linkerd is hosted on +[GitHub](https://github.com/linkerd/), and we have a thriving community on +[Slack](https://slack.linkerd.io/), [Twitter](https://twitter.com/linkerd), and +the [mailing lists](https://linkerd.io/2/get-involved/). Come and join the fun! + +(*Photo by [Prince Abid](https://unsplash.com/@princeabid708?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText") on [Unsplash](https://unsplash.com/s/photos/fuzz?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText).*) + +## Footnotes + +[^1]: The tests are focused on finding situations that cause the proxy to "panic", or intentionally crash—an easily-detectable situation that is the consequence of the proxy finding itself in a situation it can't handle. 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