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This lecture introduces the concept of homomorphic encryption, focusing on Fully Homomorphic Encryption (FHE). The instructor explains the properties of FHE, its limitations, and the work of Q. Gentry in simplifying the encryption process. Topics covered include the encryption and decryption process, homomorphic multiplication, and the concept of 'bootstrapping' to reduce noise in encrypted data.