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Penetration testing for AI

Bugcrowd AI Penetration Tests uncover common security vulnerabilities in LLM applications and other AI systems, adding confidence to AI adoption


Adopt AI with confidence

Commoditized access to AI is revolutionizing how work is done in every industry. But as with any rapidly commercializing technology, it introduces new types of potential security vulnerabilities, as reflected in President Biden’s Executive Order 14110 that calls for “AI red teaming” by all government agencies.

For example, the conversational interfaces in Large Language Model (LLM) applications can be vulnerable to prompt injection, training data extraction, data poisoning, and other types of attacks. Many such applications are also highly integrated with other systems, amplifying risk by serving as a potential access point for wider infiltration by attackers.

For crowd-powered discovery of data bias vulnerabilities in LLM applications, ask about Bugcrowd AI Bias Assessments.


Find and fix common issues fast

Our AI Pen Tests look for risk of prompt injection, excessive agency, training data poisoning, and other common issues seen in LLM applications.


Test any target, scope, or use case

Validate any LLM implementation or other AI use case. We’ll help determine the appropriate testing duration and intensity, and meet any special requirements.


Count on broad testing coverage

Our testing methodology checks for vulnerabilities in the OWASP Top 10 for LLMs, along with others reported by hackers on our platform.


Use the right pentesters for the task

We’ll source a trusted tester team with specialized skills and tools from a deep bench to get the high-impact results you want.

Ultimate Guide to AI Security

Ultimate Guide to AI Security

With AI use increasing rapidly and governments around the world implementing AI regulations, security leaders and their teams must make the effort to understand AI security immediately. This report covers everything you need to know to be prepared to bolster AI security in 2024.

Download Now
Curated Pentester Teams

The testers you deserve

Other pen test providers take a cookie-cutter approach to pen testing regardless of your specific assets, environment, or needs–virtually guaranteeing low-impact results. Instead, our platform’s CrowdMatchTM AI technology curates qualified, engaged teams for your precise requirements (and rotates testers whenever needed), bringing high-quality results that have earned us CREST accreditation for pen testing.

Penetration Test Dashboard

See results as they happen

Never be in the dark about your pen test results again. You can view prioritized findings, action items, analytics, and pentester progress 24/7 through the methodology checklist in a rich dashboard designed specifically for pen testing workflows. When ready, your final report is available for download from the same dashboard. Similar experiences for your other Bugcrowd solutions are just clicks away.

Pen Test Products

Optimized for today’s most demanding cybersecurity requirements

A Pen Test Offering for Everyone


For basic assurance

External Web Apps and External Networks
  • Automated vulnerability assessment for PCI 6.6
  • Basic report


For standard pen tests

External Web Apps and External Networks
  • Standard report
  • Expert, trusted pentesters (CrowdMatch)
  • Real-time Pen Test Dashboard
  • Integration with SDLC


For pen tests with special requirements

Web Apps, Networks, Mobile Apps, APIs, Cloud Services, IoT
Everything in Standard +
  • Detailed report (e.g., can be customized for specific regulations)
  • Support for special pentester requirements: Geolocation restrictions, special skill sets, etc.
  • Access to Solution Architect
  • Retesting
  • Internal Targets


For maximum risk management

Web Apps, Networks, Mobile Apps, APIs, Cloud Services, IoT
Everything in Plus +
  • Choice of continuous or time-boxed testing
  • Methodology-driven pen test combined with Incentivized bug bounty


Fast, Scalable Tests

Launch tests in days, not weeks. Findings flow directly into your dev and security processes for rapid remediation.


Higher impact results

Meet compliance goals and go beyond them when needed by incentivizing pentesters for results. (See Sample Report)


Deep configurability

Count on a pentester team built for your precise needs, and mix and match test types, methodologies, durations, and models.


Real-time visibility

View findings and pentester progress through the methodology checklist in real time via the Bugcrowd Platform’s rich PTaaS Dashboard.


Experienced. Proven. Trusted.

Bugcrowd PTaaS gives me, my team, and our clients complete peace of mind that BeebBole is up and running securely. Bugcrowd has been nothing but fast, efficient, and meticulous.
Yves Hiernaux, CEO and Co-Founder, BeeBole
We’ve received some very interesting and unexpected traffic from a variety of researchers, and I think that kind of testing exercises our product more thoroughly than would be possible.
William Scalf, Security Architect, Softdocs
I could have called anyone to get a clean bill of health, but we called Bugcrowd because we wanted the most in-depth vetting of our security posture.
Chaim Mazal, Head of Global Information Security, ActiveCampaign

Get started with Bugcrowd

Attackers aren’t waiting, so why should you? See how Bugcrowd can quickly improve your security posture.