Explore CYBNODE AI security research, threat intelligence, and insights written by our analysts.
You have spent months and a meaningful amount of compute fine-tuning a model on your proprietary data, your domain expertise, your customer…
Explore Model theft and IP protection: can someone steal your fine-tuned modelMost AI security conversations focus on what happens when someone attacks your model while it is running, things like prompt injection. Dat…
Explore Data poisoning explained: how training data becomes an attack surfaceRetrieval augmented generation, usually shortened to RAG, has become the standard way to give an AI product access to your own data without…
Explore RAG security: how retrieval augmented generation gets attackedIf you have not heard the term AI Bill of Materials yet, you will soon. It is moving quickly from a niche security concept to something ent…
Explore AI bill of materials: the emerging standard for knowing what's inside your AI stackAt some point, usually right around your first serious enterprise conversation, you realise you need help with security. The question that…
Explore Do you need a fractional CISO, a security consultant, or a compliance platformMost security content is written from one side of the table. It tells you how to prove your own product is secure enough for your customers…
Explore How to assess whether OpenAI, Anthropic, or AWS themselves are secure enough for your productEnterprise security reviews follow a pattern. The demo goes well, the buyer is interested, and then the deal quietly stalls after the quest…
Explore 10 reasons AI startups fail enterprise security reviewsIf your AI product uses the Model Context Protocol, or MCP, to connect your agents to tools and data sources, there is a set of security ri…
Explore MCP security: the risks of the Model Context Protocol nobody's talking about yetEnterprise security reviews come packed with terminology that nobody explains before you need it. Founders often encounter these terms for…
Explore AI security glossary: 30 terms every founder should know before an enterprise reviewIf you have never heard of a security.txt file, you are not alone, and yet it is one of the smallest, cheapest pieces of security hygiene a…
Explore What is a security.txt file and does your AI startup need oneSomewhere in an enterprise security review, you will almost certainly be asked for your list of sub-processors. If you have never encounter…
Explore Sub-processors explained: what they are and why enterprise buyers ask for your listIf you have started receiving security questionnaires from enterprise buyers, you have probably noticed that they are not all the same. Two…
Explore CAIQ vs SIG: the two vendor questionnaire formats and how to handle each
