AI Threat Profiles by Industry

THREAT-INFORMED ASSESSMENT

Generic AI security advice is a vendor problem, not a practitioner solution. Below: ATLAS-grounded adversary profiles tailored to specific verticals, each mapped to the AISS sub-controls that mitigate the threats — auditable end-to-end.

Or browse the full MITRE ATLAS matrix

AVAILABLE NOW

Vertical Profiles

Healthcare

PHI exfiltration via inference API, clinical-RAG poisoning, hallucinated diagnoses, agentic prescription-tool credential harvesting. 10 ATLAS techniques curated against the clinical-AI threat surface.

View profile

Financial Services

Fraud-detection evasion, trading-model extraction, supply-chain compromise of underwriting models, agentic back-office credential harvesting. 10 ATLAS techniques for FinServ AI.

View profile

Legal

Hallucinated case citations under bar discipline, privilege-bypass via prompt injection in document review, RAG poisoning of case-law corpora, agentic billing/filing-tool credential harvesting. 10 ATLAS techniques mapped to legal AI surface.

View profile

ROADMAP

Coming soon

Profiles in active research. If you operate in one of these verticals and want to contribute insight, open a Discussion on the AISS repo or reach out directly.

Retail & E-commerce

Recommendation-engine manipulation, pricing-model evasion, customer-data exfiltration via agentic checkout flows, supply-chain compromise of product-tagging models. Coming soon.

Planned

See how your AI scores against these threats

An AISS assessment surfaces the gaps in audit-grade detail with transparent scoring math published at github.com/Ayliea/aiss.

Start free Book a Scoping Call →