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A.I. Artificial Intelligence
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), …
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A.I. Artificial Intelligence

2001 film by Steven Spielberg

A.I. Artificial Intelligence (or simply A.I.) is a 2001 American science fiction drama film directed by Steven Spielberg. The screenplay by Spielberg and screen story by Ian Watson are loosely based on the 1969 short story "Supertoys Last All Summer Long" by Brian Aldiss. Set in a futuristic society, the film stars Haley Joel Osment as David, a childlike android uniquely programmed with the ability to love. Jude Law, Frances O'Connor, Brendan Gleeson and William Hurt star in supporting roles.

Development of A.I. originally began after producer and director Stanley Kubrick acquired the rights to Aldiss's story in the early 1970s.

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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…
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