LLM Penetration Testing

Large Language Models (LLMs) are driving significant advancements across industries, becoming central to modern business operations. As these AI-driven solutions evolve, ensuring their security is crucial.

IARM offers a range of specialized penetration testing services tailored to LLM-driven systems. Our testing provides extensive coverage of the OWASP Top 10 and MITRE ATLAS for LLMs, using customized test cases specific to the environment, implementation, and LLM development. We deliver in-depth reports that help organizations build secure, future-ready LLM integrations with web applications and web services. These include:

• Prompt Injection Attacks: Testing focuses on identifying and mitigating vulnerabilities related to prompt injection attacks. This involves evaluating how the Large Language Model processes and responds to crafted inputs to prevent unauthorized manipulation and control.
• Insecure Output Handling: We ensure that the outputs generated by the LLM are properly validated and sanitized before being passed to other components or systems. This helps prevent risks associated with unvalidated or malicious data.
• Insecure Plugin Design: LLM plugins, which are extensions activated during user interactions, are reviewed for security vulnerabilities. Our testing aims to identify and secure these plugins to prevent them from being exploited as entry points for attackers.
• Overreliance on AI Outputs: We address the risks of overreliance on AI-generated data by evaluating how the system handles and corrects erroneous or misleading information. This ensures that LLM outputs are used responsibly and that errors are managed effectively.

LLM Penetration Testing services are designed to identify and address security vulnerabilities in LLM systems. Key aspects of the service include:

• Identifying Vulnerabilities: Comprehensive assessments are conducted to uncover weaknesses in LLM architecture and deployment. Customized test cases are created to address specific security concerns, ensuring the highest levels of protection.
• Protecting Sensitive Data: Analysis of data handling processes within the LLM is performed to ensure the confidentiality and integrity of sensitive information. This includes examining data collection, storage, and processing practices to prevent data breaches and unauthorized access.
• Maintaining Compliance: Verification of adherence to industry standards and regulatory requirements is carried out. This ensures that LLM penetration testing solutions operate within the required legal and security frameworks, helping organizations meet their compliance obligations.
• Building Trust: By demonstrating a commitment to robust cybersecurity practices, organizations can build trust with clients and stakeholders. Effective security measures and transparent testing processes help foster confidence in LLM-driven solutions.

As a CREST-accredited cybersecurity provider, IARM adheres to the highest industry standards. Our accreditation ensures that our penetration testing methods, legal compliance, and data protection measures meet rigorous requirements. This provides you with confidence that your systems are thoroughly protected and guarantees that our LLM Penetration Testing is conducted with professionalism, security, and confidentiality.