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Insights from the DogStar team

Defining a New Boundary of Trust: Attacking and Defending AI-Integrated Systems

Large language models are being integrated into production applications faster than security teams can assess them. Customer support platforms, internal knowledge systems, code generation pipelines, decision-support tools — all increasingly powered by models that have direct access to backend systems, databases, and APIs. The security implications of this shift are profound, and the industry is […]

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Pentesting Healthcare: Where Two Engineering Philosophies Collide

Every industry presents unique challenges for penetration testing, but healthcare stands apart as one of the most technically demanding environments we assess. Medical technology and cybersecurity operate on fundamentally incompatible design philosophies. The Medical Trade-craft Medical systems engineering is built around a single imperative: keep the patient alive. Every design decision — protocol selection, authentication […]

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