googleSecurity & privacy
syzkaller
An unsupervised, coverage-guided kernel fuzzer that supports multiple operating systems.
- Security
- Backend
- Testing
- CLI
- Linux
- Windows
- macOS
- Self-hostable
- Runs locally
- Docker supported

- Popularity
- 6.3k Stars
- GitHub stars
- Recent activity
- 8/21/2026
- Updated in the last 30 days
- License
- APACHE-2.0
- Permissive
Why it matters
We look beyond stars: what problem it solves, whether it creates real utility, and what makes its approach worth noticing.
Problem
Kernel vulnerability discovery remains a core long-standing challenge in operating system security, where manual testing is costly and struggles to cover complex code paths.
Practical value
Provides unsupervised, coverage-guided kernel fuzzing capabilities across multiple mainstream operating systems, with a track record of discovering real-world bugs.
Innovation / differentiation
Utilizes coverage-guided mechanisms to automatically generate and execute system call sequences, distinguishing itself from traditional random testing methods.
Leverage potential
Interacts directly with and tests OS kernels, offering high reusability for system developers and security researchers.
Why now
No timeline or release milestone mentioned.
Community activity
In the last 90 days there were 47 new issues and 390 pull requests; the bounded issue/PR samples include 9 issue authors and 17 PR contributors, with 0 releases.
Maintainer responsiveness
The 46-issue window sample had a 35% close rate, and the 99-pull-request sample had a 78% merge rate. Maintainer-response observations covered 39% of that issue sample, with a 6% response rate and median first response of 0 hours.
Key highlights
- Supports multiple kernels including Linux, Windows, and FreeBSD
- Coverage-guided automated fuzzing
- Supports distributed testing cluster deployment
Quick start
How it is installed, how hard it is, and where to start.
Where it runs
Self-hosted (your own server)
Difficulty
Harder — CLI / server skills help
- 01Clone the source code from GitHub and install the Go compiler.
- 02Configure kernel build options to enable coverage support based on the target OS.
- 03Write or configure system call description files.
- 04Launch the syzkaller manager and virtual machine instances to begin fuzzing.
Best for
- Teams that want data on their own servers
- Developers who want to try it on their machine
- People who prefer Docker deploys
More about it
syzkaller is an automated testing framework designed to discover vulnerabilities in operating system kernels. By monitoring kernel code coverage, it intelligently generates and executes sequences of system calls to trigger potential kernel crashes or anomalies.
Originally developed for the Linux kernel, the project now supports a wide range of operating systems. It operates via a distributed architecture, enabling efficient fuzzing across large-scale testing clusters.
Sources
Each field shows its status and source — expand to review.
14 · Expand
Sources
Each field shows its status and source — expand to review.
capability tags
Verifiedtesting, security
Source: admin_cms · cms editor · 8/22/2026
editor note
Verified{"en":"syzkaller is a standard tool in kernel security research that performs fuzzing via system call interfaces. It requires complex configuration and is primarily intended for kernel developers and security researchers.","zh":"syzkaller 是内核安全研究领域的标准工具,通过系统调用接口进行模糊测试。该工具配置较为复杂,主要面向内核开发人员及安全研究员。"}
Source: admin_cms · cms editor · 8/22/2026
how to use
Verified{"steps":[{"en":"Clone the source code from GitHub and install the Go compiler.","zh":"从 GitHub 克隆源代码并安装 Go 编译器。"},{"en":"Configure kernel build options to enable coverage support based on the target OS.","zh":"根据目标操作系统配置内核编译选项以启用覆盖率支持。"},{"en":"Write or configure system call description files.","zh":"编写或配置系统调用描述文件。"},{"en":"Launch the syzkaller manager and virtual machine instances to begin fuzzing.","zh":"启动 syzkaller 管理器与虚拟机实例进行模糊测试。"}],"installAt":"self_host","difficulty":"hard"}
Source: admin_cms · cms editor · 8/22/2026
intro
Verified{"en":"syzkaller is an automated testing framework designed to discover vulnerabilities in operating system kernels. By monitoring kernel code coverage, it intelligently generates and executes sequences of system calls to trigger potential kernel crashes or anomalies.\n\nOriginally developed for the Linux kernel, the project now supports a wide range of operating systems. It operates via a distributed architecture, enabling efficient fuzzing across large-scale testing clusters.","zh":"syzkaller 是一个用于发现操作系统内核漏洞的自动化测试框架。它通过监控内核代码覆盖率,智能生成并执行系统调用序列,从而触发潜在的内核崩溃或异常。\n\n该项目最初针对 Linux 内核开发,现已扩展支持多种主流操作系统。它通过分布式架构运行,能够在大规模测试集群中高效执行模糊测试任务。"}
Source: admin_cms · cms editor · 8/22/2026
License
VerifiedApache-2.0
Source: GitHub API · license.spdx_id=Apache-2.0 · 8/22/2026
needs api key
VerifiedNo
Source: admin_cms · cms editor · 8/22/2026
One-liner
Verified{"en":"An unsupervised, coverage-guided kernel fuzzer that supports multiple operating systems.","zh":"syzkaller 是一款基于覆盖率引导的无监督内核模糊测试工具,支持多种主流操作系统。"}
Source: admin_cms · cms editor · 8/22/2026
Platforms
Verifiedlinux, windows, macos
Source: admin_cms · cms editor · 8/22/2026
Category hint
Inferred from materialsdeveloper-tools
Source: Project README · hint=developer-tools · 8/13/2026
product forms
Verifiedcli
Source: admin_cms · cms editor · 8/22/2026
role tags
Verifiedsecurity, backend
Source: admin_cms · cms editor · 8/22/2026
supports docker
VerifiedYes
Source: Repository file · dockerfile=true; compose=false · 8/22/2026
supports local
VerifiedYes
Source: admin_cms · cms editor · 8/22/2026
supports self host
VerifiedYes
Source: admin_cms · cms editor · 8/22/2026
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