main webpage W Topic Generative Pre-Trained Transformer arXiv (Cornell University) Generative AI for Physical-Layer Authentication 2025 In recent years, Artificial Intelligence (AI)-driven Physical-Layer Authentication (PLA), which focuses on achieving endogenous security and intelligent identity authentication, has attracted considerable interest. When compared with Discriminative AI (DAI), … Article Open Generative Pre-Trained Transformer Open Article Page

Generative Pre-Trained Transformer

Type of large language model A generative pre-trained transformer ( GPT ) is a type of large language model (LLM) and a prominent framework for generative artificial intelligence. It is an artificial neural network that is used in natural language processing. It is based on the transformer deep learning architecture, pre- trained on large data sets of unlabeled text, and able to generate novel human-like content. As of 2023, most LLMs had these characteristics and are sometimes referred to broadly as GPTs. The first GPT was introduced in 2018 by OpenAI. OpenAI has released significant GPT foundation models that have been sequentially numbered, to comprise its "GPT- n " series. Critical Symbolic Virtual Narrative Open Generative Pre-Trained Transformer Open Article Page

Exploring foci of: arXiv (Cornell University) Generative AI for Physical-Layer Authentication 2025 In recent years, Artificial Intelligence (AI)-driven Physical-Layer Authentication (PLA), which focuses on achieving endogenous security and intelligent identity authentication, has attracted considerable interest. When compared with Discriminative AI (DAI), Generative AI (GAI) offers several advantages, such as fingerprint data augmentation, fingerprint denoising and reconstruction, and protection against adversarial attacks. Inspired by these innovations, this paper provides a systematic exploration of GAI's int… Open Article Page

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Explore Generative Pre-Trained Transformer W Topic Generative Pre-Trained Transformer arXiv (Cornell University) Generative AI for Physical-Layer Authentication 2025 In recent years, Artificial Intelligence (AI)-driven Physical-Layer Authentication (PLA), which focuses on achieving endogenous security and intelligent identity authentication, has attracted considerable interest. When compared with Discriminative AI (DAI), … Article Critical Symbolic Virtual Narrative Open Generative Pre-Trained Transformer Open Article Page