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The Beginner's Textbook for Homomorphic Encryption

8 hours ago
https://arxiv.org/abs/2503.05136
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  • #Cryptography
  • #Machine Learning
  • #Data Privacy
  • Fully Homomorphic Encryption (FHE) allows computations on encrypted data without decryption.
  • FHE supports basic operations like addition and multiplication, enabling complex computations such as logic gates and advanced mathematical functions.
  • Applications include privacy-preserving machine learning, confidential blockchain services, secure data analytics, and encrypted database queries.
  • The book is an open project, inviting FHE experts to collaborate and expand the draft.
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