General Terminology

Throughout this book, we employ numerous acronyms for the sake of brevity and convention. Here is a comprehensive list of these acronyms, aiding in the clear representation of concepts, models, methods, and algorithms discussed.

AcronymExplanation

AI

Artificial Intelligence

DeAI

Decentralized Artificial Intelligence

LLM

Large Language Model

PII

Personally Identifiable Information

FL

Federated Learning

DP

Differential Privacy

MPC

Multi-Party Computation

TEE

Trusted Execution Environment

FHE

Fully Homomorphic Encryption

ZKP

Zero-Knowledge Proof

MIA

Membership Inference Attack

PEFT

Parameter Efficient Fine Tuning

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