Background: Nowadays, AI-powered features have become increasingly common. With just one click, users can summarize the content of an entire page, making these features extremely time-saving and [...] Read more
Background: As AI capabilities continue to evolve, threat actors have also started leveraging generative AI tools as part of their attacks. One well known scenario that comes to mind is the use of [...] Read more
Background: Data isolation is one of the most important concerns when you're working in a multi-tenant environment. But things change when we take the same approach into the context of an AI agent [...] Read more
Background: The threat landscape with introduction AI has changed, and at this moment we also need to focus on an additional threat: LLM supply-chain attacks that abuse its name and capabilities. [...] Read more
Background:
Kubernetes has become a massive system in enterprise environments, which means continuous monitoring is essential to detect abuse of that space. For this reason, it is an attractive [...] Read more
Background: When training machine learning models, the underlying compute, orchestration, and storage pipelines are often far more vulnerable than the mathematical model itself. Because tools like [...] Read more
Background:
Nowadays, a lot of products are integrating AI into customer support and other inner circles of their product. But have you ever thought about one challenge with this integration? Instead [...] Read more
Background: As we are using generative AI, the information it provides is not always correct. The root causes can be: Model-intrinsic causes (the accidental path)
System and design causes
Adversarial [...] Read more
Background:
EPSS (Exploit Prediction Scoring System) is a specialized model and scoring framework that predicts the likelihood of real-world exploitation based on observed exploitation activity, [...] Read more
Background:
Before deep dive into the section lets define what is RAG in AI scope . R – Retrieval: Before processing a prompt, the system searches and retrieves relevant data from internal knowledge [...] Read more
