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The tutorial discusses fully homomorphic encryption (FHE), introducing its concepts and recent developments. The speaker aims to clarify FHE, particularly the scheme over integers improved since the previous year. FHE allows computations on encrypted data without decrypting it, exemplified by multiplicative homomorphic schemes where operations, such as multiplying two encrypted messages, yield the ciphertext of the product. The speaker acknowledges that this content may overlap with a prior session but hopes to provide additional insights into the advancements and applications of FHE.