For product security teams & offensive researchers
Attack the firmware you ship.
Prove what breaks.
Turn firmware and binaries into repeatable offensive security campaigns. Get evidence your engineers can inspect, reproduce and act on.
FuzzForge is an offensive validation platform for connected and embedded products. Turn firmware security testing into execution evidence and build on what every investigation reveals.
Selected and Trusted by
Why coverage falls behind
Your product evolves. Your security coverage must keep up.
Each release changes what you ship. Firmware security testing needs to account for new dependencies, third-party components and patches.
01
An inventory cannot tell you how a component behaves under attack.
Knowing what is inside your firmware is a starting point. Understanding how it can fail takes investigation.
02
One assessment cannot cover every version.
An audit provides valuable insight into the version tested. The next release needs its own assessment.
03
An alert still needs an answer.
Your engineers need to establish what happened, reproduce the issue and assess its impact before deciding how to fix it.
Offensive research, at scale
Investigate more. Build on every campaign.
Make firmware security testing a repeatable workflow. Give your engineers the evidence and context to take each investigation further.
Test the product you actually ship.
Investigate firmware, compiled binaries and third-party components, including code whose source is unavailable.
Turn suspected flaws into evidence.
Validate vulnerabilities through execution. Give engineers evidence they can inspect, reproduce and use to guide remediation.
Make every campaign count.
Reuse test cases, context and knowledge from previous investigations. Build on what your team has learned as your product changes.
From target to verified findings
Give FuzzForge a target. Let the offensive research begin.
You define the target and direct the investigation. FuzzForge orchestrates specialized AI agents using established security tools to prepare, analyze and test your product.
Your engineers review the evidence and make the decisions.
Your next campaign, in five steps.
Add your target.
Create a project and upload a firmware image, compiled binary, mobile app or source-code project.
Map the attack surface.
Analyze components and code structures to identify where deeper investigation should begin.
Launch offensive campaigns.
Select the agents and tools for the investigation, individually or as a preconfigured bundle. Launch the analysis and guide the work.
Challenge the findings.
Inspect execution evidence. Confirm, dismiss or investigate further.
Investigate. Fix. Test again.
Review findings, export results and reuse campaign knowledge to assess updated product versions.
Proof by execution
Move from a suspected weakness to a demonstrated vulnerability. Inspect execution evidence and replay the proof of concept to support your investigation.
Continuous validation
Keep the context. Test the changes.
Reuse campaign knowledge and test cases across versions. Replay validated findings to investigate whether a fix holds.
Third-party & black-box code
Bought-in components are part of your product’s security. Analyze firmware and binaries as they ship, including components whose source code you cannot access.
Capabilities
From understanding your product to breaking it.
Take firmware security testing from component inventory to execution-based investigation.
What are you actually shipping?
Identify components, known vulnerabilities, embedded secrets and cryptographic weaknesses. Generate a standard SBOM from your firmware.
What can known-vulnerability checks miss?
Investigate firmware, binaries and source code to uncover weaknesses beyond known CVEs. Validate vulnerabilities through execution.
What did the patch really fix?
Compare firmware versions and investigate security-relevant changes, including fixes missing from release notes.
What happens when your target runs?
Investigate firmware behavior in supported emulated environments and use connected devices for hardware-based testing.
From investigation to action
Evidence you can replay. Findings you can work with.
Give your engineers the technical context to understand the issue, investigate a correction and test the result.
Reproducible evidence
Inspect execution evidence and replay the proof of concept for a validated vulnerability. Give developers a concrete starting point for their investigation.
Suggested fixes
Get automatically proposed corrections for your developers to review, adapt and test.
Crashes, sorted
Review crashes deduplicated and triaged by severity. Focus on distinct failures instead of repeatedly investigating the same crash.
Reports for regulatory documentation
Generate structured reports from your findings. Use the documented testing and results to support the technical documentation required by applicable regulations.
Your infrastructure. Your rules.
Keep control of the target. And the testing.
Choose where FuzzForge runs and which AI models it uses, according to your security requirements.
On your premises
Run offensive campaigns on your infrastructure. Keep projects in isolated workspaces and inspect traces of agent activity.
Your AI models, your choice
Connect an external AI API or use locally hosted models.
With an external API, data included in model requests is sent to that provider. Choose local models when code and prompts must stay within your environment.
Optional air-gapped deployment
Need a fully disconnected environment?
Run FuzzForge with locally hosted models and no external network connection. Air-gapped deployment is available as an additional option.
Research is in our DNA
We don’t just build security tools. We break real systems.
FuzzForge builds on the research experience of the FuzzingLabs team.
4
Pwn2Own wins
AI 2025 · IoT 2025 · Automotive 2026 · Ireland 2026
20+
CVEs published
6 on GNSS, AIS and NMEA
1,500+
Vulnerabilities found
In firmware, browsers, blockchains and open-source code
5,000+
Engineers trained
98% of students recommend our courses
Ready to go beyond traditional testing?
What could your team prove before the next release?
See how FuzzForge turns firmware security testing into evidence your engineers can work with. Investigate firmware and binaries, and challenge suspected vulnerabilities.
Questions engineers ask
Does FuzzForge require source code?
No. FuzzForge can investigate firmware images and compiled binaries, including third-party components for which source code is unavailable. Supported source-code targets can also be analyzed.
Does every finding prove a vulnerability is exploitable?
The evidence depends on the finding and the test environment. A vulnerability demonstrated through execution comes with evidence your engineers can inspect and reproduce. Other results, such as component inventories and known-CVE matches, provide context for further investigation. Your experts assess the security impact.
Can FuzzForge test new firmware versions?
Yes. FuzzForge supports firmware security testing across versions by retaining campaign knowledge and test cases. Your team can reuse that context and replay validated findings. The level of automation depends on the configured workflow.
Does FuzzForge replace our security researchers?
No. FuzzForge handles repetitive research tasks and helps specialists investigate a broader attack surface. Your engineers direct the investigation, make critical decisions and assess the findings.
What data leaves our infrastructure?
FuzzForge runs on your infrastructure. Data sent to external AI providers depends on the model configuration and the content of its requests. Locally hosted models keep AI processing within your environment. A separate air-gapped option supports fully disconnected deployment.
Does a FuzzForge report demonstrate CRA compliance?
A FuzzForge report documents security testing and findings that can support your Cyber Resilience Act technical documentation. It is one input into your compliance work. The report alone does not establish compliance.
