Ilim ha’m ja’miyet № 5-1 (2026) · Саҳифаҳои 19-21

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

Дар манбаъ хондан

Аннотатсия

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.

IoTsun’iy intellektgomomorfik shifrlashPaillierBFVCKKSmaxfiylikkiberxavfsizlikchiziqli regressiyaIoT

Манбаи метамаълумот: бойгонии OAI-PMH-и маҷалла · Sindex матни пурраро нигоҳ намедорад, ба манбаъ пайванд медиҳад.

Иқтибос гирифтан

APA 7 
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 (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.
GOST R 7.0.5 
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 IN THE ENVIRONMENT OF ARTIFICIAL INTELLIGENCE (AI), IOT DATA PROTECTION BASED ON HOMOMORPHIC ENCRYPTING ALGORITHMS // Ilim ha’m ja’miyet. 2026. № 5-1. С. 19-21.
BibTeX 
@article{abdirazakovich2026,
  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},
  title   = {IN THE ENVIRONMENT OF ARTIFICIAL INTELLIGENCE (AI), IOT DATA PROTECTION BASED ON HOMOMORPHIC ENCRYPTING ALGORITHMS},
  journal = {Ilim ha’m ja’miyet},
  year    = {2026},
  number  = {5-1},
  pages   = {19-21}
}
RIS 
TY  - JOUR
AU  - Saparniyazov, Berdax Abdirazakovich
AU  - Saymanov, Islambek Mirzabaevich
AU  - Bazarbaev, Axmet Qidirbayevich
AU  - Shaniyazova, Nesibeli Userbayevna
AU  - Saparniyazov, Berdax Abdirazakovich
AU  - Saymanov, Islambek Mirzabaevich
AU  - Bazarbaev, Axmet Qidirbayevich
AU  - Shaniyazova, Nesibeli Userbayevna
AU  - Сапарниязов, Бердах Абдиразакович
AU  - Сайманов, Исламбек Мирзабаевич
AU  - Базарбаев, Ахмет Кыдырбаевич
AU  - Шаниязова, Несибели Усербаевна
TI  - IN THE ENVIRONMENT OF ARTIFICIAL INTELLIGENCE (AI), IOT DATA PROTECTION BASED ON HOMOMORPHIC ENCRYPTING ALGORITHMS
JO  - Ilim ha’m ja’miyet
PY  - 2026
IS  - 5-1
SP  - 19
EP  - 21
ER  -