
AI Red Team Services for Healthcare & HIPAA: What to Buy
You're about to ship a healthcare app, a fine-tuned model, or a clinical agent, and you need to decide whether to buy an AI red team service, tooling, or both.
Jacobian Engineering
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Article 14 of the EU Cyber Resilience Act has applied since 11 September 2026: once a vulnerability in your product is actively exploited, a 24-hour early warning is due to ENISA. Who it reaches, where a US firm with no EU office files, and what to do in the first 24 hours.
Jacobian Engineering
October 20, 2026 • 1 min read

You're about to ship a healthcare app, a fine-tuned model, or a clinical agent, and you need to decide whether to buy an AI red team service, tooling, or both.
Jacobian Engineering

Researchers at IEEE S&P 2026 unveiled AudioHijack: a peer-reviewed attack that hides commands inside ordinary audio. The AI hears them; the human listening does not. With 79–96% success against 13 production audio-language models — including Mistral AI and Microsoft Azure voice agents — it removes the human-review fallback enterprise security has always relied on. Here is how it works, the attack vectors to plan for, and a defensible posture.
Erik D. Jones

Singapore's IMDA published the first government-issued framework for agentic AI on 20 May 2026. For compliance officers running SOC 2, HIPAA, or HITRUST programmes, the framework's audit and customer-questionnaire implications outweigh its voluntary label. Here is what changes, where your existing controls already cover you, and what to do in the next 90 days.
Bev Waller

Access control is a cornerstone of web application security. Unauthorized access to resources can lead to data breaches, service disruptions, and compromise...
Erik D. Jones

In the landscape of web application security, injection vulnerabilities like SQL injection and Cross-Site Scripting (XSS) continue to pose significant threats....
Erik D. Jones

In the realm of web application security, safeguarding sensitive data is paramount. Encryption serves as a robust defense mechanism against data breaches and...
Erik D. Jones
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