Tool integration

Jazzer Integration Guide

Coverage-guided JVM fuzzer from Code Intelligence, based on libFuzzer

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Integrate Jazzer with Vulnetix. Fuzz Java libraries with coverage-guided mutations, then convert JVM crash findings to JSON for upload.

Java / JVMCLI toolJSON

Install & scan

$ # Download the latest Jazzer release from GitHub
curl -L https://github.com/CodeIntelligenceTesting/jazzer/releases/latest/download/jazzer_release.tar.gz   -o jazzer.tar.gz && tar xzf jazzer.tar.gz

# Or via Maven/Gradle (for JUnit 5 integration)
# Maven: add com.code-intelligence:jazzer-junit:0.22.0 to test dependencies
$ # Run Jazzer with a fuzz target class
./jazzer --cp=target/classes:target/dependency/*   --target_class=com.example.FuzzTarget   --instrumentation_includes=com.example.**   corpus/

Run Jazzer in CI

Scan on every push and upload the report as a workflow artifact:

- name: Set up Java
  uses: actions/setup-java@v4
  with:
    java-version: '17'
    distribution: 'temurin'

- name: Build project
  run: mvn package -DskipTests

- name: Download Jazzer
  run: |
    curl -L https://github.com/CodeIntelligenceTesting/jazzer/releases/latest/download/jazzer_release.tar.gz | tar xz

- name: Run Jazzer (5 minutes)
  run: |
    timeout 300 ./jazzer --cp=target/classes:target/dependency/*       --target_class=com.example.FuzzTarget corpus/ || true

How Vulnetix compares: better together

Vulnetix does not replace Jazzer. Keep running it. Vulnetix sits on top of Jazzer (and every other scanner you already own) turning disconnected tool outputs into one prioritised, fixable queue.

CapabilityVulnetixJazzer
Security coverage
SAST (static code analysis)✓ Built-in rules + Semgrep augmentation✗
SCA / dependencies✓ 40+ ecosystems, transitive graph✗
DAST (dynamic testing)~ Ingests DAST results; no native dynamic engine✗
Container & image✓ Image CVEs, base image, Dockerfile✗
IaC / misconfiguration✓ Terraform, k8s, CloudFormation✗
Secret scanning✓ 1,000+ rules, source + binary + git history✗
Cloud / CSPM✓ Cloud-posture findings, compliance tab✗
Mobile (MAST)~ Ingests mobile scanner output; no native mobile engine✗
License compliance✓ SPDX, copyleft/AGPL/SSPL policy✗
SBOM generation✓ CycloneDX 1.7 + SPDX 2.3, cosign-signable✗
Malware / supply-chain✓ De-duplicated corpus + install-time firewall (25+ registries)✗
Network / infra vuln~ Ingests network scanner output; no native network scanner✗
Fuzzing✗ Ingests fuzzing crashes; no native fuzzer✓ Core: coverage-guided JVM fuzzer on libFuzzer with JUnit 5 @FuzzTest and Java security sanitizers
Pentest / bug bounty✗ Ingests pentest/bug-bounty findings; not a testing service✗
The Vulnetix orchestration layer
Cross-scanner dedup & one queue (ASPM)✓ Correlates every scanner into one prioritised queue with ownership routing✗
Exploit-intel prioritisation✓ EPSS, CISA KEV, Coalition ESS, CWSS, Vulnetix LEV✗
Reachability analysis✓ Tree-sitter + CVEAffected; direct/transitive/semantic✗
Versioned VEX + audit trail✓ Immutable OpenVEX/CycloneDX, cosign-signable✗
Safe Harbour autofix✓ Resolves + applies the nearest safe version✗
End-of-life policy✓ Flags/blocks past-EOL runtimes & packages✗
SSVC / risk-based policy✓ SSVC v2 + CISA/FedRAMP/Essential-8 presets✗

✓ full · ~ partial · ✗ not covered

What Jazzer does well

Where Vulnetix adds to it: Vulnetix has no native fuzzing engine and does not run JVM fuzzing itself; it ingests and orchestrates Jazzer's crash/sanitizer findings into one cross-scanner queue with EPSS/KEV/LEV exploit-intel prioritisation, versioned VEX and Safe Harbour autofix, so Jazzer keeps finding JVM bugs while Vulnetix triages and de-duplicates them alongside SAST/SCA/container results.

No migration, no rip-and-replace. Jazzer keeps doing what it does best; Vulnetix adds the orchestration, exploit-intelligence prioritisation and remediation layer built for the way AppSec works today.

Centralise Jazzer results in Vulnetix

Upload Jazzer JSON output to the Vulnetix platform to deduplicate findings, prioritise them with EPSS, CISA KEV and Coalition ESS exploit intelligence, and track remediation across every scanner in a single queue.

Jazzer documentation ↗  ·  Source repository ↗

Wire Jazzer into your CI/CD pipeline →