# IOActive Canonical page: https://aiteamrecord.com/company/ioactive/ > Expert-led security assessments for AI models, applications and infrastructure. ## What this provider does IOActive describes human-led AI/ML security work covering architecture and threat modeling, AI-specific code review, application and device penetration testing, prompt injection and model extraction testing, and infrastructure review. Its published menu also offers advisory or project-based engagements. These are provider-reported service scopes, not proof of a particular customer result or an all-inclusive engagement. Buyers should define the assets, test authorization, findings format and remediation support in the statement of work. ### What an AI system assessment can cover IOActive presents AI/ML security as a specialist assessment service rather than a software subscription. Its dedicated service page lists threat modeling and architecture analysis across infrastructure, applications, data ingestion, model training and deployment pipelines. It also names AI-specific code review, including preprocessing scripts and model integration points. The intended output is an account of weak points and prioritized changes, with the exact components set by the engagement scope. For a buyer, the useful starting point is an inventory of the model, application, data flows, tools and external endpoints that are actually in use. The official material covers a broad menu, but it does not say every assessment includes every layer. Ask the team to map the proposed test boundary and source-code or infrastructure access before comparing it with a generic web penetration test. Sources: [IOActive — AI/ML Security Services](https://www.ioactive.com/service/ai-security-services/); [IOActive — AI/ML security services explained](https://www.ioactive.com/service/ai-ml-security-services-how-to-secure-ai-systems-from-concept-to-deployment/) ### Attack simulation and engineering review The service page describes human and automated analysis of AI-specific code and simulated attacks on AI-driven applications, connected devices, cloud services and embedded systems. Named AI tests include prompt injection through direct, indirect or chained inputs and attempted model extraction through exposed inference APIs. These are examples of testing methods IOActive advertises, not a claim that any customer system has those vulnerabilities. IOActive says attack scenarios are tailored to the client environment. A practical statement of work should therefore name the allowed prompts, endpoints, data classes, rate limits and test windows, plus how findings will be triaged with the engineering team. If the main risk is a model connected to a tool or external document source, confirm that those integration boundaries are included rather than assuming the model alone is the target. Sources: [IOActive — AI/ML Security Services](https://www.ioactive.com/service/ai-security-services/) ### Reports, follow-up and limits IOActive also advertises cloud and on-premises AI infrastructure review, model-lifecycle and CI/CD pipeline security checks. It describes reports with actionable, prioritized recommendations and offers consulting, advisory or focused project engagements. Its service page mentions ongoing support beyond an initial assessment; the frequency, deliverables and retest terms are not specified as a standard package. The reviewed pages do not publish a fixed price, universal timeline or country-by-country service coverage. They also do not independently establish that a given assessment prevents breaches or proves regulatory compliance. A buyer can compare the proposed report, reproduction artifacts, remediation ownership and retest plan with the systems actually being deployed. Sources: [IOActive — AI/ML Security Services](https://www.ioactive.com/service/ai-security-services/); [IOActive — AI/ML security services explained](https://www.ioactive.com/service/ai-ml-security-services-how-to-secure-ai-systems-from-concept-to-deployment/) ### Buyer fit Teams developing or operating AI applications, models or connected devices that need a scoped human security assessment. Identify model and application boundaries, source-code access, test environment, acceptable attack simulation, report artifacts and retest or support terms. The reviewed pages do not establish a standard price, duration, country coverage or independent delivery outcome. ## Services and focus - Provider type: AI consultancy - Delivery mode: AI Security Assessment - Tasks: [Assess AI system security](https://aiteamrecord.com/tasks/assess-ai-system-security/) - Industries: [Cybersecurity](https://aiteamrecord.com/industries/cybersecurity/) ## Claims and sources A listing is not an endorsement or a guarantee of delivery. Provider-reported statements are not independent verification. Not stated means unknown, not absent. Source review dates are distinct from independent verification dates. Owner claim status concerns profile control, not service delivery. ### AI/ML security assessment menu Statement: IOActive lists AI threat modeling and architecture review, AI-specific code and vulnerability assessment, application and device penetration testing, and AI infrastructure security. Status: Provider-reported - Source: [IOActive — AI/ML Security Services](https://www.ioactive.com/service/ai-security-services/) ### Prompt and model testing Statement: The service page describes direct, indirect and chained prompt-injection tests, plus model-extraction simulations against exposed APIs or inference endpoints. Status: Provider-reported - Source: [IOActive — AI/ML Security Services](https://www.ioactive.com/service/ai-security-services/) ### Manual and automated review Statement: IOActive says it combines automated scanning with manual review and tailors attack scenarios to the client AI environment. Status: Provider-reported - Source: [IOActive — AI/ML Security Services](https://www.ioactive.com/service/ai-security-services/) ### Findings and guidance Statement: The provider describes detailed reports with prioritized recommendations, advisory or project-based scope, and optional ongoing support beyond an initial assessment. Status: Provider-reported - Source: [IOActive — AI/ML Security Services](https://www.ioactive.com/service/ai-security-services/) ## Service details - Service coverage: Not stated - Headquarters: Not stated - Languages: Not stated - Pricing: Not stated - Official website: [IOActive](https://www.ioactive.com/) - Official contact: [Contact this provider](https://www.ioactive.com/service/ai-security-services/) ## Profile sources and updates This profile has not been independently verified. Sources last reviewed: 2026-10-17 Content last updated: 2026-10-17T11:07:14.495Z Owner claim status: Not claimed ### Original sources - [IOActive — AI/ML Security Services](https://www.ioactive.com/service/ai-security-services/) — Provider source; checked 2026-10-17 - [IOActive — AI/ML security services explained](https://www.ioactive.com/service/ai-ml-security-services-how-to-secure-ai-systems-from-concept-to-deployment/) — Provider source; checked 2026-10-17 - [IOActive — official website](https://www.ioactive.com/) — Provider source; checked 2026-10-17 Corrections: https://aiteamrecord.com/correction?provider=ioactive Interpretation guide: https://aiteamrecord.com/methodology.md