In the environment of artificial intelligence (AI), IoT data protection based on homomorphic encrypting algorithms

Saparniyazov, Berdax Abdirazakovich, Saymanov, Islambek Mirzabaevich, Bazarbaev, Axmet Qidirbayevich, Shaniyazova, Nesibeli Userbayevna, Saparniyazov, Berdax Abdirazakovich, Saymanov, Islambek Mirzabaevich, Bazarbaev, Axmet Qidirbayevich, Shaniyazova, Nesibeli Userbayevna, Сапарниязов, Бердах Абдиразакович, Сайманов, Исламбек Мирзабаевич, Базарбаев, Ахмет Кыдырбаевич, Шаниязова, Несибели Усербаевна

Ilim ha’m ja’miyet · 2026-yil

Annotatsiya

This paper investigates the preservation of data privacy generated by Internet of Things (IoT) devices during processing within artificial intelligence (AI) environments. To ensure the security of IoT data, homomorphic encryption (HE) algorithms (PHE, SHE, FHE) are analyzed. The mechanisms for executing mathematical operations on encrypted data within AI models (using linear regression as an example) are studied using Paillier, BFV, and CKKS schemes. The models are compared based on accuracy, computational latency, and memory overhead, and the most efficient algorithm is selected.

Maqola ma’lumotlari
MualliflarSaparniyazov, Berdax Abdirazakovich, Saymanov, Islambek Mirzabaevich, Bazarbaev, Axmet Qidirbayevich, Shaniyazova, Nesibeli Userbayevna, Saparniyazov, Berdax Abdirazakovich, Saymanov, Islambek Mirzabaevich, Bazarbaev, Axmet Qidirbayevich, Shaniyazova, Nesibeli Userbayevna, Сапарниязов, Бердах Абдиразакович, Сайманов, Исламбек Мирзабаевич, Базарбаев, Ахмет Кыдырбаевич, Шаниязова, Несибели Усербаевна
JurnalIlim ha’m ja’miyet
NashriyotНукус давлат педагогика институти
ISSN2010-720x, 2181-1555
Nashr sanasi2026-08-15
Son5-1
Betlar19-21
Tilkaa
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

IoT, sun’iy intellekt, gomomorfik shifrlash, Paillier, BFV, CKKS, maxfiylik, kiberxavfsizlik, chiziqli regressiya, IoT, искусственный интеллект, гомоморфное шифрование, Paillier, BFV, CKKS, конфиденциальность, кибербезопасность, линейная регрессия, IoT, аrtificial intelligence, homomorphic encryption, Paillier, BFV, CKKS, privacy, cybersecurity, linear regression

Ilmiy soha

Texnika

Iqtibos keltirish

APASaparniyazov, Berdax Abdirazakovich, Saymanov, Islambek Mirzabaevich, Bazarbaev, Axmet Qidirbayevich, Shaniyazova, Nesibeli Userbayevna, Saparniyazov, Berdax Abdirazakovich, Saymanov, Islambek Mirzabaevich, Bazarbaev, Axmet Qidirbayevich, Shaniyazova, Nesibeli Userbayevna, Сапарниязов, Бердах Абдиразакович, Сайманов, Исламбек Мирзабаевич, Базарбаев, Ахмет Кыдырбаевич, & Шаниязова, Несибели Усербаевна (2026). IN THE ENVIRONMENT OF ARTIFICIAL INTELLIGENCE (AI), IOT DATA PROTECTION BASED ON HOMOMORPHIC ENCRYPTING ALGORITHMS. Ilim ha’m ja’miyet, (5-1), 19-21. https://journal.ndpi.uz/index/article/view/2026-5-1-006
GOST (OAK)Saparniyazov, Berdax Abdirazakovich va b. IN THE ENVIRONMENT OF ARTIFICIAL INTELLIGENCE (AI), IOT DATA PROTECTION BASED ON HOMOMORPHIC ENCRYPTING ALGORITHMS // Ilim ha’m ja’miyet. – 2026. – № 5-1. – B. 19-21.
MLASaparniyazov, Berdax Abdirazakovich, Saymanov, Islambek Mirzabaevich, Bazarbaev, Axmet Qidirbayevich, Shaniyazova, Nesibeli Userbayevna, Saparniyazov, Berdax Abdirazakovich, Saymanov, Islambek Mirzabaevich, Bazarbaev, Axmet Qidirbayevich, Shaniyazova, Nesibeli Userbayevna, Сапарниязов, Бердах Абдиразакович, Сайманов, Исламбек Мирзабаевич, Базарбаев, Ахмет Кыдырбаевич, and Шаниязова, Несибели Усербаевна. “IN THE ENVIRONMENT OF ARTIFICIAL INTELLIGENCE (AI), IOT DATA PROTECTION BASED ON HOMOMORPHIC ENCRYPTING ALGORITHMS.” Ilim ha’m ja’miyet, (5-1), 19-21, 2026. https://journal.ndpi.uz/index/article/view/2026-5-1-006
ChicagoSaparniyazov, Berdax Abdirazakovich, Saymanov, Islambek Mirzabaevich, Bazarbaev, Axmet Qidirbayevich, Shaniyazova, Nesibeli Userbayevna, Saparniyazov, Berdax Abdirazakovich, Saymanov, Islambek Mirzabaevich, Bazarbaev, Axmet Qidirbayevich, Shaniyazova, Nesibeli Userbayevna, Сапарниязов, Бердах Абдиразакович, Сайманов, Исламбек Мирзабаевич, Базарбаев, Ахмет Кыдырбаевич, and Шаниязова, Несибели Усербаевна. “IN THE ENVIRONMENT OF ARTIFICIAL INTELLIGENCE (AI), IOT DATA PROTECTION BASED ON HOMOMORPHIC ENCRYPTING ALGORITHMS.” Ilim ha’m ja’miyet, (5-1), 19-21 (2026). https://journal.ndpi.uz/index/article/view/2026-5-1-006
HarvardSaparniyazov, Berdax Abdirazakovich, Saymanov, Islambek Mirzabaevich, Bazarbaev, Axmet Qidirbayevich, Shaniyazova, Nesibeli Userbayevna, Saparniyazov, Berdax Abdirazakovich, Saymanov, Islambek Mirzabaevich, Bazarbaev, Axmet Qidirbayevich, Shaniyazova, Nesibeli Userbayevna, Сапарниязов, Бердах Абдиразакович, Сайманов, Исламбек Мирзабаевич, Базарбаев, Ахмет Кыдырбаевич, and Шаниязова, Несибели Усербаевна (2026) ‘IN THE ENVIRONMENT OF ARTIFICIAL INTELLIGENCE (AI), IOT DATA PROTECTION BASED ON HOMOMORPHIC ENCRYPTING ALGORITHMS’, Ilim ha’m ja’miyet, (5-1), 19-21. https://journal.ndpi.uz/index/article/view/2026-5-1-006
BibTeX
@article{saparniyazovberdaxabdirazakovich2026,
  title = {IN THE ENVIRONMENT OF ARTIFICIAL INTELLIGENCE (AI), IOT DATA PROTECTION BASED ON HOMOMORPHIC ENCRYPTING ALGORITHMS},
  author = {Saparniyazov, Berdax Abdirazakovich and Saymanov, Islambek Mirzabaevich and Bazarbaev, Axmet Qidirbayevich and Shaniyazova, Nesibeli Userbayevna and Saparniyazov, Berdax Abdirazakovich and Saymanov, Islambek Mirzabaevich and Bazarbaev, Axmet Qidirbayevich and Shaniyazova, Nesibeli Userbayevna and Сапарниязов, Бердах Абдиразакович and Сайманов, Исламбек Мирзабаевич and Базарбаев, Ахмет Кыдырбаевич and Шаниязова, Несибели Усербаевна},
  journal = {Ilim ha’m ja’miyet},
  year = {2026},
  number = {5-1},
  pages = {19-21},
  url = {https://journal.ndpi.uz/index/article/view/2026-5-1-006}
}

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