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
Background:
When using any AI model, vendors implement guardrails to prevent abusive use and to ensure the model operates within its intended boundaries. These guardrails help block harmful, unsafe, [...] Read more
Background:
Traditional polymorphic malware followed predictable mutation patterns designed to evade signature-based detection while maintaining the same functionality. With the introduction of AI, [...] Read more
Background:
Automation continues to drive efficiency, but agentic AI introduces new security challenges. AI agents may have extensive access to systems and the ability to perform actions [...] Read more
Background:
As an LLM trainer, it is a best practice to use 2–3 isolated environments for LLM training. One of the major risks in this process is supply chain attacks, and LoRA (Low-Rank Adaptation) [...] Read more
Background:
The threat landscape in the LLM era has become hybrid compared with the classic OWASP Top Ten. Interconnected LLM services have brought new types of attacks, and the boundaries between [...] Read more
Background:
When leveraging agentic and non-agentic AI capabilities, especially when your solution is connected to your database, your organization can face another threat besides prompt injection: [...] Read more
Background:
Prompt injection is one of the most well-known attacks against LLMs. The primary goal of a threat actor in such attacks is to extract secrets and other sensitive data from the environment [...] Read more
Background:
Because industry started leveraging AI capabilities for routine cases like general customer support, a new threat has emerged: data poisoning. Core attack category:
Based on MITRE ATLAS, [...] Read more
