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Jazzer

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What Jazzer is

Jazzer is a free, coverage-guided in-process fuzzer for JVM applications, based on libFuzzer. It supports Java, Kotlin, Scala, and Clojure targets, along with JNI and native libraries. With JUnit 5.9.0 or newer, fuzz tests can be included alongside regular unit tests. The @FuzzTest annotation lets it generate and mutate method inputs, including primitives, strings, arrays, and standard library classes. Tests can run against saved crashing inputs in regression mode or fuzz for new coverage. Built-in sanitizers detect security issues such as SSRF, file path traversal, and OS command injection, and feed signals back into fuzzing. Jazzer works with Maven, Gradle, and Bazel, or can run as a standalone binary or through its Java main class. Supported systems are Linux x86_64 and arm64, macOS 12 or later on x86_64 and arm64, and Windows x86_64. The jazzer-junit package is available on Maven Central, and the repository uses the Apache-2.0 license.

Who it suits

Jazzer suits developers testing JVM applications and libraries, including Java, Kotlin, Scala, or Clojure projects. Its JUnit integration and build-tool support can fit teams that want fuzz tests alongside their regular test workflows.

What it does well

  • JUnit integration supports fuzz tests alongside unit tests.
  • Built-in sanitizers flag several Java security issues.
  • Works with Maven, Gradle, and Bazel.
  • Supports Linux, macOS, and Windows.
  • Free under Apache-2.0.

What to know first

  • JUnit integration requires JUnit 5.9.0 or newer.
  • Windows support is limited to x86_64.
  • macOS support requires version 12 or later.

Plans

PlanBilled and limitsPrice
JazzerCoverage-guided, in-process fuzzing for the JVM · Linux x86_64 and arm64, macOS 12+ x86_64 and arm64, Windows x86_64Free
Jazzer open-sourceJVM fuzzing · local execution · Apache-2.0 licensedFree

As github.com lists them, read 29 Sept 2026. The maker's own page has the final word.

Getting started

  1. Visit the Jazzer GitHub website.
  2. Choose the standalone binary from a GitHub release archive or use the Java main class.
  3. For a JUnit project, use JUnit 5.9.0 or newer and the jazzer-junit package from Maven Central.
  4. Integrate it with Maven, Gradle, or Bazel as appropriate for your project.
  5. Add fuzz tests with the @FuzzTest annotation and select regression or fuzzing mode.

Verdict

Jazzer combines coverage-guided fuzzing with JUnit integration and security-focused sanitizers for JVM targets. Its listed platform support and JUnit version requirement are worth checking against a project’s setup.

Questions

How much does Jazzer cost?

Jazzer is free. Its listed plan costs nothing.

Which platforms does Jazzer support?

It supports Linux x86_64 and arm64, macOS 12 or newer on x86_64 and arm64, and Windows x86_64.

Which languages and targets can it fuzz?

Supported languages are Java, Kotlin, Scala, and Clojure. It can also target JVM applications and JNI or native libraries.

Does Jazzer work with JUnit?

Yes. It integrates with JUnit 5.9.0 or newer, with regression mode for saved crashing inputs and fuzzing mode for generating inputs.

Is Jazzer open source?

The GitHub repository identifies Jazzer as licensed under Apache-2.0.

Which build tools does it support?

Its README documents Maven, Gradle, and Bazel, including Bazel support through rules_fuzzing.

Facts from Jazzer's own pages

Bug detectors
Built-in sanitizers detect Java security issues including SSRF, file path traversal, and OS command injection, and provide feedback to guide fuzzing. · github.com, 29 Sept 2026
BugDetectors API
The public BugDetectors API lets code configure selected detectors, including SSRF and path-traversal checks. · codeintelligencetesting.github.io, 15 Oct 2026
Build integrations
Supported build workflows include Maven, Gradle and Bazel, with official rules_fuzzing support for Bazel. · github.com, 15 Oct 2026
Build tools
The README documents use with Maven, Gradle, and Bazel, including support through rules_fuzzing. · github.com, 29 Sept 2026
Company founding
LinkedIn lists Code Intelligence as founded in 2017. · linkedin.com, 15 Oct 2026
Company funding record
Crunchbase shows Code Intelligence with four funding rounds and a Series A led by Tola Capital, while amounts are withheld. · crunchbase.com, 15 Oct 2026
Company headquarters
LinkedIn lists Code Intelligence's headquarters in Bonn, North Rhine-Westphalia, Germany. · linkedin.com, 15 Oct 2026
Company legal name
Crunchbase identifies the maker as Code Intelligence GmbH. · crunchbase.com, 15 Oct 2026
Company size
LinkedIn places Code Intelligence in the 51-200 employee range. · linkedin.com, 15 Oct 2026
Configuration
Settings can be supplied through defaults, manifest attributes, environment variables, system properties, JUnit properties or CLI flags. · github.com, 15 Oct 2026
Corpus handling
New-coverage inputs are stored in generated corpus directories and failures are stored in inputs directories. · github.com, 15 Oct 2026
Coverage feedback
The tool instruments JVM bytecode and uses coverage feedback to guide input mutations. · google.github.io, 15 Oct 2026
Crash minimization
The standalone tool includes an option to minimize a crashing input to a smaller reproducer. · github.com, 15 Oct 2026
Distribution
The jazzer-junit package is available on Maven Central and the README says it is signed with a published key. · github.com, 29 Sept 2026
Fuzzing mode
Setting JAZZER_FUZZ to a non-empty value enables active fuzzing and input mutation. · codeintelligencetesting.github.io, 15 Oct 2026
FuzzTest annotation
Developers mark fuzz methods with @FuzzTest, which supports generated parameters and JUnit execution. · codeintelligencetesting.github.io, 15 Oct 2026
Headquarters
Bonn, Germany · github.com, 28 Sept 2026
Independent research limitation
A 2026 paper reports that its GONDAR system found four times as many vulnerabilities as Jazzer on evaluated Java benchmarks. · arxiv.org, 15 Oct 2026
Independent research result
A 2026 study reports that its generated harnesses achieved a median 26% coverage improvement over OSS-Fuzz baselines and exceeded Jazzer AutoFuzz by 5% in package-scope coverage. · arxiv.org, 15 Oct 2026
Input generation
The @FuzzTest annotation lets Jazzer automatically generate and mutate method parameter inputs, including primitives, strings, arrays, and standard library classes. · github.com, 29 Sept 2026
JUnit integration
Jazzer integrates with JUnit 5.9.0 or newer through the jazzer-junit dependency. · github.com, 15 Oct 2026
License
The repository identifies Jazzer as Apache-2.0 licensed. · github.com, 15 Oct 2026
Limit: open issues
The public issue tracker includes reports about Android builds, JDK 25 segmentation faults, BigInteger generation stalls and offline instrumentation failures. · github.com, 15 Oct 2026
Maven artifact
Maven Central lists com.code-intelligence:jazzer version 0.30.0 and identifies it as Apache-2.0 software. · central.sonatype.com, 15 Oct 2026

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