[{"data":1,"prerenderedAt":724},["ShallowReactive",2],{"/en-us/blog/how-to-fuzz-go":3,"navigation-en-us":36,"banner-en-us":464,"footer-en-us":481,"Yevgeny Pats":691,"next-steps-en-us":703,"footer-source-/en-us/blog/how-to-fuzz-go/":718},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"seo":8,"content":16,"config":26,"_id":29,"_type":30,"title":31,"_source":32,"_file":33,"_stem":34,"_extension":35},"/en-us/blog/how-to-fuzz-go","blog",false,"",{"title":9,"description":10,"ogTitle":9,"ogDescription":10,"noIndex":6,"ogImage":11,"ogUrl":12,"ogSiteName":13,"ogType":14,"canonicalUrls":12,"schema":15},"How to fuzz Go code with go-fuzz continuously","Learn how (and why!) to fuzz Go code","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749664102/Blog/Hero%20Images/gitlab-values-cover.png","https://about.gitlab.com/blog/how-to-fuzz-go","https://about.gitlab.com","article","\n                        {\n        \"@context\": \"https://schema.org\",\n        \"@type\": \"Article\",\n        \"headline\": \"How to fuzz Go code with go-fuzz continuously\",\n        \"author\": [{\"@type\":\"Person\",\"name\":\"Yevgeny Pats\"}],\n        \"datePublished\": \"2020-12-03\",\n      }",{"title":9,"description":10,"authors":17,"heroImage":11,"date":19,"body":20,"category":21,"tags":22},[18],"Yevgeny Pats","2020-12-03","\n\n{::options parse_block_html=\"true\" /}\n\n\n\n## What is fuzzing?\n\nFuzzing or fuzz testing is an automated software technique that involves providing semi-random data as\ninput to the test program in order to uncover bugs and crashes.\n\n## Why fuzz Go Code?\n\n[Golang](https://golang.org/) is a safe language and memory corruption issues are a thing of the past so we don’t need to fuzz our code,\nright? Wrong 😃. Any code, and especially code where stability, quality, and coverage are important, is worth fuzzing.\nFuzzing can uncover logical bugs and denial-of-service  in critical components can lead to security issues as well.\n\nAs a reference to almost infinite amount of bugs found with go-fuzz (only the documented one) you can look [here](https://github.com/dvyukov/go-fuzz#trophies)\n\n## Enter go-fuzz\n\n[go-fuzz](https://github.com/dvyukov/go-fuzz) is the current de-facto standard fuzzer for go and was initially developed by [Dmitry Vyukov](https://twitter.com/dvyukov).\nIt is a coverage guided fuzzer which means it uses coverage instrumentation and feedback to generate test-cases which proved to be very successful both by go-fuzz and originally by fuzzers like AFL.\n\ngo-fuzz algorithm and in general coverage guided fuzzers works as follows:\n\n```\n// pseudo code\nInstrument program for code coverage\nfor {\n  Choose random input from corpus\n  Mutate input\n  Execute input and collect coverage\n  If new coverage/paths are hit add it to corpus (corpus - directory with test-cases)\n}\n```\n\n## Building & Running\nIf you are already familiar with this part you can skip to \"Running go-fuzz from GitLab-CI\" section.\nwe will use [go-fuzzing-example](https://gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/go-fuzzing-example) as a simple example.\nFor the sake of the example we have a simple [function](https://gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/go-fuzzing-example/-/blob/master/parse_complex.go) with an off-by-one bug:\n\n```go\npackage parser\n\nfunc ParseComplex(data [] byte) bool {\n\tif len(data) == 5 {\n\t\tif data[0] == 'F' && data[1] == 'U' && data[2] == 'Z' && data[3] == 'Z' && data[4] == 'I' && data[5] == 'T' {\n\t\t\treturn true\n\t\t}\n\t}\n\treturn false\n}\n```\n\nOur fuzz [function](https://gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/go-fuzzing-example/-/blob/master/parse_complex_fuzz.go) will look like this and will be called by go-fuzz in a infinite loop with the generated data according to the coverage-guided algorithm\n\n```\n// +build gofuzz\n\npackage parser\n\nfunc Fuzz(data []byte) int {\n\tParseComplex(data)\n\treturn 0\n}\n```\n\nTo run the fuzzer we need to build an instrumented version of the code together with the fuzz function.\nThis is done with the following simple steps:\n\n```\ndocker run -it golang /bin/bash\n\n# Download this example\ngo get gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/go-fuzzing-example\ncd /go/src/gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/go-fuzzing-example\n\n# download go-fuzz and clang (libfuzzer)\ngo get -u github.com/dvyukov/go-fuzz/go-fuzz github.com/dvyukov/go-fuzz/go-fuzz-build\napt update && apt install -y clang\n\n# building instrumented version of the code together with libFuzzer integration\ngo-fuzz-build -libfuzzer -o parse-complex.a .\nclang -fsanitize=fuzzer parse-complex.a -o parse-complex\n\n./parse-complex\n\n#490479 NEW    ft: 11 corp: 7/37b lim: 477 exec/s: 11962 rss: 25Mb L: 6/6 MS: 1 ChangeByte-\n#524288 pulse  ft: 11 corp: 7/37b lim: 509 exec/s: 11915 rss: 25Mb\n#1048576        pulse  ft: 11 corp: 7/37b lim: 1030 exec/s: 11915 rss: 25Mb\npanic: runtime error: index out of range [6] with length 6\n\ngoroutine 17 [running, locked to thread]:\ngitlab.com/fuzzing-examples/example-go.ParseComplex.func6(...)\n        /go/src/gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/go-fuzzing-example/parse_complex.go:5\ngitlab.com/fuzzing-examples/example-go.ParseComplex(0x36f1cd0, 0x6, 0x6, 0x7ffeaa0d1f80)\n        /go/src/gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/go-fuzzing-example/parse_complex.go:5 +0x1b8\ngitlab.com/fuzzing-examples/example-go.Fuzz(...)\n        /go/src/gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/go-fuzzing-example/parse_complex_fuzz.go:6\nmain.LLVMFuzzerTestOneInput(0x36f1cd0, 0x6, 0x18)\n        gitlab.com/fuzzing-examples/example-go/go.fuzz.main/main.go:35 +0x85\nmain._cgoexpwrap_98ba7f745c88_LLVMFuzzerTestOneInput(0x36f1cd0, 0x6, 0x5a4d80)\n        _cgo_gotypes.go:64 +0x37\n==1664== ERROR: libFuzzer: deadly signal\n    #0 0x450ddf in __sanitizer_print_stack_trace (/go/src/gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/go-fuzzing-example/parse-complex+0x450ddf)\n    #1 0x430f4b in fuzzer::PrintStackTrace() (/go/src/gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/go-fuzzing-example/parse-complex+0x430f4b)\n    #2 0x414b7b in fuzzer::Fuzzer::CrashCallback() (/go/src/gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/go-fuzzing-example/parse-complex+0x414b7b)\n    #3 0x414b3f in fuzzer::Fuzzer::StaticCrashSignalCallback() (/go/src/gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/go-fuzzing-example/parse-complex+0x414b3f)\n    #4 0x7f57c561d72f  (/lib/x86_64-linux-gnu/libpthread.so.0+0x1272f)\n    #5 0x4b3a00 in runtime.raise runtime/sys_linux_amd64.s:164\n\nNOTE: libFuzzer has rudimentary signal handlers.\n      Combine libFuzzer with AddressSanitizer or similar for better crash reports.\nSUMMARY: libFuzzer: deadly signal\nMS: 1 ChangeByte-; base unit: eef4acc7500228bd0f65760be21896f230e0e39f\n0x46,0x55,0x5a,0x5a,0x49,0x4e,\nFUZZIN\nartifact_prefix='./'; Test unit written to ./crash-14b5f09dd74fe15430d803af773ba09a0524670d\nBase64: RlVaWklO\n```\n\nThis finds the bug in a few seconds, prints the “FUZZI” string that triggers the vulnerability, and saves the crash to a file.\n\n## Running go-fuzz from Gitlab-CI\nThe best way to integrate go-fuzz fuzzing with Gitlab CI/CD is by adding additional stage & step to your `.gitlab-ci.yml`.\nIt is straightforward and [fully documented](https://docs.gitlab.com/ee/user/application_security/coverage_fuzzing/#configuration).\n\n```\ninclude:\n  - template: Coverage-Fuzzing.gitlab-ci.yml\n\nfuzz_test_parse_complex:\n    extends: .fuzz_base\n    image: golang\n    script:\n        - go get -u github.com/dvyukov/go-fuzz/go-fuzz github.com/dvyukov/go-fuzz/go-fuzz-build\n        - apt update && apt install -y clang\n        - go-fuzz-build -libfuzzer -o parse-complex.a .\n        - clang -fsanitize=fuzzer parse-complex.a -o parse-complex\n        - ./gl-fuzz run --regression=$REGRESSION -- ./parse-complex\n\n```\n\nFor each fuzz target you will will have to create a step which extends the `.fuzz_base` template that runs the following:\n\n- Builds the fuzz target.\n- Runs the fuzz target via gl-fuzz CLI.\n- For `$CI_DEFAULT_BRANCH` (can be override by `$COV_FUZZING_BRANCH`) will run fully fledged fuzzing sessions.\nFor everything else including MRs will run fuzzing regression with the accumlated corpus and fixed crashes.\n\nThis will run your fuzz tests in a blocking manner inside your pipeline. There is also a possability to run longer fuzz sessions asynchronously described in the [docs](https://docs.gitlab.com/ee/user/application_security/coverage_fuzzing/#continuous-fuzzing-long-running-async-fuzzing-jobs)\n\nCheck out our [full documentation](https://docs.gitlab.com/ee/user/application_security/coverage_fuzzing/) and the [example repo](https://gitlab.com/gitlab-org/security-products/demos/coverage-fuzzing/rust-fuzzing-example)\nand try adding fuzz testing to your own repos!\n","unfiltered",[23,24,25],"inside GitLab","security","testing",{"slug":27,"featured":6,"template":28},"how-to-fuzz-go","BlogPost","content:en-us:blog:how-to-fuzz-go.yml","yaml","How To Fuzz 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