{"id":3806,"date":"2026-07-03T20:14:31","date_gmt":"2026-07-03T12:14:31","guid":{"rendered":"https:\/\/firmussec.com\/sg\/?page_id=3806"},"modified":"2026-07-03T21:20:59","modified_gmt":"2026-07-03T13:20:59","slug":"ai-penetration-testing-services","status":"publish","type":"page","link":"https:\/\/firmussec.com\/sg\/ai-penetration-testing-services\/","title":{"rendered":"AI Penetration Testing Services"},"content":{"rendered":"

Assessment<\/p>\n<\/div>

Secure AI with Confidence | AI Penetration Testing Services<\/h1><\/div>

Firmus provides AI Penetration Testing services to help organizations assess, identify, and mitigate security risks associated with Artificial Intelligence (AI), Large Language Models (LLMs), AI-powered applications, and machine learning environments. Our assessments are designed to evaluate how AI systems can be manipulated, abused, or exploited by attackers, while validating the effectiveness of existing security controls and governance measures<\/span>.<\/p>\n

As organizations increasingly adopt AI technologies into business operations, customer-facing applications, and internal workflows, traditional security testing alone is no <\/span>longer sufficient<\/span>. AI systems introduce new attack surfaces, risks, and trust challenges that require specialized security assessment methodologies.<\/p>\n<\/div><\/div><\/div>

Scope of Services<\/strong><\/h1><\/div>
<\/i><\/div>

1. AI Application & Architecture Review<\/h2><\/div>
<\/div>
\n

Firmus performs a comprehensive review of the AI application architecture, integrations, workflows, data handling processes, and supporting infrastructure to understand how AI components interact with users, APIs, third-party services, and internal systems.<\/p>\n

    \n
  • AI\/LLM application architecture<\/span><\/li>\n
  • Prompt handling mechanisms<\/span><\/li>\n
  • API integrations<\/span><\/span><\/li>\n
  • Retrieval-Augmented Generation (RAG) implementations<\/span><\/li>\n
  • AI model access controls<\/span><\/li>\n
  • Data flow and storage<\/span><\/li>\n
  • AI agent workflows<\/span><\/li>\n
  • Cloud AI service configurations<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div>
    <\/i><\/div>

    2. AI Threat Modeling & Attack Surface Analysis<\/h2><\/div>
    <\/div>
    \n

    Our consultants identify potential attack vectors, abuse scenarios, and weaknesses specific to AI environments. Threat analysis include:<\/p>\n

      \n
    • Prompt injection attacks<\/span><\/li>\n
    • Jailbreak techniques<\/span><\/li>\n
    • Indirect prompt manipulation<\/span><\/li>\n
    • Data leakage and sensitive information exposure<\/span><\/li>\n
    • Insecure plugin or tool integrations<\/span><\/li>\n
    • Model misuse and abuse<\/span><\/li>\n
    • Excessive AI agent permissions<\/span><\/li>\n
    • Training data poisoning risks<\/span><\/li>\n
    • Insecure API interactions<\/span><\/li>\n
    • Hallucination-driven security risks<\/span><\/li>\n
    • Authentication and authorization weaknesses<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div>
      <\/i><\/div>

      3. AI Penetration Testing<\/h2><\/div>
      <\/div>
      \n

      Firmus conducts controlled offensive security testing against AI systems to evaluate resilience against real-world attack techniques targeting AI applications and workflows, which includes the following:<\/p>\n

        \n
      • Prompt injection testing<\/span><\/li>\n
      • LLM jailbreak assessments<\/span><\/li>\n
      • Sensitive data extraction attempts<\/span><\/li>\n
      • Access control bypass testing<\/span><\/li>\n
      • AI workflow manipulation<\/span><\/li>\n
      • Plugin and tool abuse testing<\/span><\/li>\n
      • API security testing<\/span><\/li>\n
      • Business logic abuse scenarios<\/span><\/li>\n
      • Multi-turn conversation exploitation<\/span><\/li>\n
      • RAG security validation<\/span><\/li>\n
      • AI agent abuse simulations<\/span><\/li>\n<\/ul>\n

        Testing methodologies are aligned with industry best practices, including:<\/p>\n

          \n
        • OWASP Top 10 for LLM Applications<\/span><\/li>\n
        • OWASP API Security Top 10<\/span><\/li>\n
        • MITRE ATLAS<\/span><\/li>\n
        • Adversarial AI testing approaches<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div>
          <\/i><\/div>

          4. Security Control Validation<\/h2><\/div>
          <\/div>
          \n

          Firmus evaluates the effectiveness of existing safeguards and security controls implemented within the AI environment. Areas may include:<\/p>\n

            \n
          • Prompt filtering and validation<\/span><\/li>\n
          • Content moderation effectiveness<\/span><\/li>\n
          • Role-based access controls<\/span><\/li>\n
          • AI usage restrictions<\/span><\/li>\n
          • Output validation mechanisms<\/span><\/li>\n
          • Monitoring and logging capabilities<\/span><\/li>\n
          • Rate limiting and abuse prevention<\/span><\/li>\n
          • Data protection controls<\/span><\/li>\n
          • Human-in-the-loop safeguards<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div>
            <\/i><\/div>

            5. Risk Assessment & Remediation Guidance<\/h2><\/div>
            <\/div>
            \n

            Following the assessment, Firmus provides actionable remediation recommendations prioritized based on business impact, exploitability, and operational risk. Recommendations may include:<\/p>\n

              \n
            • AI security hardening measures<\/span><\/li>\n
            • Secure prompt engineering practices<\/span><\/li>\n
            • Access control improvements<\/span><\/li>\n
            • AI governance enhancements<\/span><\/li>\n
            • Monitoring and detection improvements<\/span><\/li>\n
            • Secure AI integration design<\/span><\/li>\n
            • Data handling and privacy controls<\/span><\/li>\n<\/ul>\n<\/div><\/div><\/div>
              <\/div><\/div><\/div><\/div>

              Deliverables<\/strong><\/h1><\/div>
              • <\/i><\/span>
                \n

                AI Penetration Testing Report<\/p>\n<\/div><\/li>

              • <\/i><\/span>
                \n

                Executive Summary & Risk Overview<\/p>\n<\/div><\/li>

              • <\/i><\/span>
                \n

                Technical Findings & Proof-of-Concepts<\/p>\n<\/div><\/li>

              • <\/i><\/span>
                \n

                AI Threat Scenarios & Attack Paths<\/p>\n<\/div><\/li>

              • <\/i><\/span>
                \n

                Risk Ratings & Business Impact Analysis<\/p>\n<\/div><\/li>

              • <\/i><\/span>
                \n

                Remediation Recommendations<\/p>\n<\/div><\/li>

              • <\/i><\/span>
                \n

                Management Presentation & Debrief Session<\/p>\n<\/div><\/li><\/ul><\/div><\/div>

                Benefits<\/strong><\/h1><\/div>
                • <\/i><\/span>
                  \n

                  Identify vulnerabilities unique to AI and LLM environments<\/p>\n<\/div><\/li>

                • <\/i><\/span>
                  \n

                  Reduce risk of AI misuse, manipulation, and data leakage<\/p>\n<\/div><\/li>

                • <\/i><\/span>
                  \n

                  Strengthen trust and security in AI-powered applications<\/p>\n<\/div><\/li>

                • <\/i><\/span>
                  \n

                  Validate effectiveness of AI security controls<\/p>\n<\/div><\/li>

                • <\/i><\/span>
                  \n

                  Improve secure AI adoption and governance<\/p>\n<\/div><\/li>

                • <\/i><\/span>
                  \n

                  Enhance resilience against emerging AI-related threats<\/p>\n<\/div><\/li>

                • <\/i><\/span>
                  \n

                  Support compliance and responsible AI initiatives<\/p>\n<\/div><\/li><\/ul><\/div><\/div>

                  Why Firmus?<\/strong><\/h1><\/div>

                  Firmus combines offensive security expertise, governance consulting, and real-world cybersecurity implementation experience to deliver practical, risk-driven, and business-aligned security services. Our consultants work closely with organizations to strengthen cybersecurity resilience while ensuring security initiatives remain operationally effective and aligned with business objectives.<\/p>\n

                  Firmus is also recognized through multiple industry-leading certifications and accreditations, including:<\/p>\n<\/div>

                  • <\/i><\/span>
                    \n

                    CREST Accredited Company with CREST Certified Consultants<\/strong><\/p>\n

                    Firmus is CREST accredited, validating our capabilities, methodologies, and quality standards in delivering professional cybersecurity assessment and penetration testing services aligned with internationally recognised best practices.<\/p>\n<\/div><\/li>

                  • <\/i><\/span>
                    \n

                    ISO\/IEC 27001:2022 Certified<\/strong><\/p>\n

                    Firmus is certified to ISO\/IEC 27001:2022, demonstrating our commitment to maintaining a robust Information Security Management System (ISMS) and protecting the confidentiality, integrity, and availability of information assets.<\/p>\n<\/div><\/li>

                  • <\/i><\/span>
                    \n

                    Cyber Trust Mark \u2014 Advocate Level Certification<\/strong><\/p>\n

                    Firmus is certified at the highest Cyber Trust Mark tier, demonstrating advanced cybersecurity maturity and operational excellence.<\/p>\n

                    .<\/p>\n<\/div><\/li><\/ul>

                    These certifications and accreditations reflect Firmus\u2019 commitment to maintaining high cybersecurity standards, operational discipline, and trusted service delivery for enterprise and regulated environments.<\/p>\n<\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"100-width.php","meta":{"footnotes":""},"class_list":["post-3806","page","type-page","status-publish","hentry"],"yoast_head":"\nAI Penetration Testing Services - Penetration Testing Singapore | Top Pentest Services Expert<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/firmussec.com\/sg\/ai-penetration-testing-services\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Penetration Testing Services - 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