AI Security
What is AI
Machiens that have an artificial neural network inspired by the human brain to solve complex problem
The perception
Fundamental building block of Neural Network
Inputs (x)
Tokenization
To get data into model (neural networks), the first step is to convert the text into numbers
This is called tokenization
Embedding
Embedding capture the relationships between words as numbers
Each token has an array of parameters
A parameter is a value between 0-1
Each parameter represents an attribute
LLM
LLMs are based on the transformer architecture, introduced in 2017 by google resarch in a papaer called "Attention is All you Need"
Threat Landscape
OWASP GenAI Security Project
MITRE ATLAS
Model Context Protocol
Cisco AI Defense
Emerging Technology
Reference
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