Service

AI Penetration Testing

“Challenge, Break, and Secure Your AI Models”

AI brings risks that traditional testing misses. Attackers can poison data, inject prompts, or extract models to exploit weaknesses. Even one attack can expose sensitive information, cause financial loss, and damage trust. Strobes AI Penetration Testing simulates these threats in real-world conditions, showing where gaps exist and proving that your models, APIs, and training pipelines are secure and compliant.

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Our AI Pentesting Offerings

With Strobes AI Pentesting, you can evaluate every critical layer of your AI stack and address weaknesses before they are exploited.

AI Chatbot Pentesting

Uncover prompt injection, unsafe outputs, and data leaks.

MCP Security Testing

Find command injection flaws and token misuse.

AI Agent Pentesting

Expose privilege escalation and insecure workflows.

AI Risk in Numbers

Quiet risks. Big impact. These signals show where to act first.

73%

Chatbot data exposure

Chatbots can be manipulated with prompts to reveal sensitive data.

$8.7M

Single-incident loss

One compromised AI trading bot led to direct financial loss this year.

50,000

Healthcare impact

Patient records were exposed through an AI-assisted workflow breach.

Why Choose Strobes for AI Pentesting?

Specialized AI Security Expertise

AI pentesting isn’t the same as traditional application or network testing. Strobes brings in certified pentesters who specialize in AI/ML systems, large language models, and their unique risks. Our team understands how adversaries exploit prompt injection, data leakage, and adversarial attacks, ensuring your AI deployments are tested against the most relevant and advanced threats.

Full Pipeline Assessment

AI risk is not limited to the model. We assess every layer of the pipeline, including training datasets, preprocessing scripts, inference APIs, and third-party integrations. This helps uncover exposed model artifacts, insecure endpoints, weak access controls, and unprotected data flows that attackers can exploit in production environments.

Testing Against Real Exploitation Techniques

Our methodology is built on real attack practices used by adversaries. From extracting sensitive data through crafted queries to manipulating model behavior with adversarial inputs, we replicate scenarios that can cause measurable business impact. Every finding is tied to how an attacker could realistically exploit your AI environment.

Retesting for Long-Term Assurance

AI models are rarely static. They are retrained, fine-tuned, or updated with new datasets. Strobes provides structured retesting to confirm that vulnerabilities remain fixed and that no new exposures appear after changes. This ensures your AI systems continue to operate securely as they adapt to business needs.

Why Fortune 500 Companies Choose Strobes

Proven Results

23 critical issues

removed before go-live, avoiding a projected $12M loss.

AI-Specific Expertise

127 AI-related CVEs

disclosed and 210K+ AI assets tested across industries.

Speed at Scale

4x faster

Than legacy pentesting with real-time alerts and same-day retesting.

Cost Efficiency

30% lower cost

than traditional models while prioritizing 2M+ vulnerabilities.

Breach Impact

$4.5M average

Average AI breach cost. Early testing prevents direct loss, fines, and brand damage.

Enterprise Readiness

Global rollouts

without delays. Security checks align with go-live windows and data rules.

”We have partnered with the team for our pentesting needs and the overall experience has been outstanding. The team is comprised of folks with profound knowledge, with high dedication, and adaptability to unique environments like ours. The overall turnaround time has always been quick. Additionally, collaboration via Strobes has streamlined the overall assessment process. Additionally, provides insights into our overall security posture. Intuitive and feature-rich consoles have allowed easy tracking and monitoring of overall progress.
IT Security & Risk ManagerBanking Industry

”It offers comprehensive and accurate security testing capabilities, providing detailed insights into potential vulnerabilities and security risks.
IT ManagerRetail Industry

”The onboarding of the Strobes team has been an invaluable addition to our Security team. As an external auditor, advisory partner, and an extension of our internal efforts, the Strobes team brings significant expertise. Their platform offers detailed issue descriptions and fosters seamless collaboration between our Developers, Security experts, and pentesters. By thoroughly explaining vulnerabilities and recommending effective remediation strategies, the team ensures all identified issues are properly addressed and resolved to maintain the integrity of our applications.
Abhinav SarafDirector, KloudGin

”The speed and efficiency of their testing immediately impressed us. The intuitive dashboard allows for real time monitoring of all our web-application tests, saving us valuable time and resources. Their reports and remediation process was helpful. which helped us to stay secure and win our customers.
Finance ManagerIT Service Industry

”Highly detailed but easy to use PTaaS platform.
The platform is pretty easy to use and has all the features needed to conduct Penetration Testing for our systems. The mitigation provided to fix each of the vulnerabilities is as detailed as it can get and helps us fix security flaws faster.
Prashant CHead of Engineering

”Strobes PTaas gives our team the visibility to understand issues and collaborate with pentesters the platform is easy to use. Reports and recommendations are easily understandable for any non-technical person. It is helping our sales and customer teams to gain the trust of our customers who are using our Saas platform.
Project & PortfolioIT Services Industry