“Challenge, Break, and Secure Your AI Models”
Service
AI Penetration Testing
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.
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 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.
Prashant CHead of Engineering
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.
”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
Secure Your AI Systems in 48 Hours
Step 1
Free AI Risk Assessment (30 min)
Join a strategy call to identify security risks affecting AI models, chatbots, pipelines, and supporting systems within your environment.
Step 2
Custom Testing Plan (24 hrs)
Receive a tailored plan for AI applications, addressing prompt injection, data leakage, compliance exposure, and adversarial resilience.
Step 3
Immediate Protection
Testing starts right after approval, simulating attacker techniques to validate vulnerabilities, confirm fixes, and secure your AI systems.
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