Privacy-preserving cryptographic solutions for medical image protection : The secure force algorithm and intelligent encryption systems
Kiran Deep Singhkdkirandeep@gmail.comDepartment of Computer Science & EngineeringChitkara University Institute of Engineering and TechnologyChitkara UniversityRajpura, Punjab, IndiaView full profile → , Prabh Deep Singhssingh.prabhdeep@gmail.comDepartment of Computer Science and EngineeringGraphic Era (Deemed to be University)Dehradun, Uttrakhand, IndiaView full profile → , *G. L. SainiCorresponding authorglsaini86@gmail.comDepartment of IoT and Intelligent SystemsManipal University JaipurJaipur, Rajasthan, IndiaView full profile → , Deepak Panwardeepakpanwar03@gmail.comDepartment of Computer Science and Engineering (AIML)Manipal University JaipurJaipur, Rajasthan, IndiaView full profile →
* Corresponding author · click or hover a name for details
- Published Online:
- 06 Apr 2024
- Article type:
- Research Article
- Language:
- EN
- Article no.:
- JDMSC-1926
- Pages:
- 537–546
Abstract
Keywords
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References
[1] Alam M, Samad MD, Vidyaratne L, Glandon A, Iftekharuddin KM. Survey on Deep Neural Networks in Speech and Vision Systems. Neurocomputing. 417 : 302–21 (2020).
[2] Pietris J, Tan Y, Chan WO. Health care in the metaverse. Med J Aust. 219(1) : 41 (2023).
[3] Aminizadeh S, Heidari A, Toumaj S, Darbandi M, Navimipour NJ, Rezaei M, et al. The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things. Comput Methods Programs Biomed; 241 : 107745 (2023).
[4] Zhang X, Wang Y, Ma J, Jin Q. QAPP: A quality-aware and privacy-preserving medical image release scheme. Inf Fusion ; 88 : 281–95 (2022).
[5] Bani Issa W, Al Akour I, Ibrahim A, Almarzouqi A, Abbas S, Hisham F, et al. Privacy, confidentiality, security and patient safety concerns about electronic health records. Int Nurs Rev.; 67(2) : 218–30 (2020).
[6] Tiwari S, Kumar S, Guleria K. Outbreak Trends of Coronavirus Disease-2019 in India: A Prediction. Disaster Med Public Health Prep.; 14(5) : e33–8 (2020).
[7] Rani S, Ahmed SH, Rastogi R. Dynamic clustering approach based on wireless sensor networks genetic algorithm for IoT applications. Wirel Networks. 26 : 2307–16 (2020).
[8] Kumar A, Sharma S, Goyal N, Singh A, Cheng X, Singh P. Secure and energy-efficient smart building architecture with emerging technology IoT. Comput Commun. 176 : 207–17 (2021).
[9] Shukla PK, Sandhu JK, Ahirwar A, Ghai D, Maheshwary P, Shukla PK. Multiobjective Genetic Algorithm and Convolutional Neural Network Based COVID-19 Identification in Chest X-Ray Images. Math Probl Eng. : 1 –9 (2021).
[10] Lin B, Huang Y, Zhang J, Hu J, Chen X, Li J. Cost-Driven Off-Loading for DNN-Based Applications over Cloud, Edge, and End Devices. IEEE Trans Ind Informatics. 16(8) : 5456–66 (2020).
[11] Chen X, Zhang J, Lin B, Chen Z, Wolter K, Min G. Energy-Efficient Offloading for DNN-Based Smart IoT Systems in Cloud-Edge Environments. IEEE Trans Parallel Distrib Syst. 33(3) : 683–97 (2022).
[12] Shukla SK, Pant B, Viriyasitavat W, Verma D, Kautish S, Dhiman G, et al. An integration of autonomic computing with multicore systems for performance optimization in Industrial Internet of Things. IET Commun. (2022).
[13] Matta P, Pant B, Tiwari UK. DDITA: A naive security model for IoT resource security. Adv Intell Syst Comput. 670 : 199–209 (2019).
[14] Kaur M, Alzubi AA, Walia TS, Yadav V, Kumar N, Singh D, et al. EGCrypto: A Low-Complexity Elliptic Galois Cryptography Model for Secure Data Transmission in IoT. IEEE Access. 11 : 90739–48 (2023).
[15] Upadhyay R, Baghel SS, Singh S, ... Low Complexity Security Algorithm for CPS/IoT Networks. J …. 11(2) : 59–64 (2019).
[16] Kaissis GA, Makowski MR, Rückert D, Braren RF. Secure, privacy-preserving and federated machine learning in medical imaging. Nat Mach Intell. 2(6) : 305–11 (2020).
[17] Soualmi A, Alti A, Laouamer L. Multiple Blind Watermarking Framework for Security and Integrity of Medical Images in E-Health Applications. Int J Comput Vis Image Process. 11(1) : 1–16 (2021).
[18] Hasan MK, Islam S, Sulaiman R, Khan S, Hashim AHA, Habib S, et al. Lightweight Encryption Technique to Enhance Medical Image Security on Internet of Medical Things Applications. IEEE Access. 9 : 47731–42 (2021).
[19] Saini GL, Panwar D, Kumar S, Singh V. A systematic literature review and comparative study of different software quality models. J Discret Math Sci Cryptogr. 23(2) : 585–93 (2020).
[20] Sharma G, Sharma H, Pareek R, Gour N, Sharma RS, Kumar A. Self-healing topology for DDoS attack identification \& discovery protocol in software-defined networks. J Discret Math Sci Cryptogr. 24(8) : 2221–32 (2021).
[21] Li L. Image encryption algorithm based on hyperchaos and DNA coding. IET Image Process. 22(7) : 772 (2023).
[22] Wang SC, Wang CH, Xu C. An image encryption algorithm based on a hidden attractor chaos system and the Knuth–Durstenfeld algorithm. Opt Lasers Eng. 128 : 105995 (2020).
[23] Kumar A, Dadheech P, Singh V, Raja L, Poonia RC. An enhanced quantum key distribution protocol for security authentication. J Discret Math Sci Cryptogr. 22(4) : 499–507 (2019).
[24] Abusukhon A, Anwar MN, Mohammad Z, Alghannam B. A hybrid network security algorithm based on Diffie Hellman and Text-to-Image Encryption algorithm. J Discret Math Sci Cryptogr. 22(1) : 65–81 (2019).
[25] Singh KD, Singh P, Chhabra R, Kaur G, Bansal A, Tripathi V. Cyber-Physical Systems for Smart City Applications: A Comparative Study. In: 2023 International Conference on Advancement in Computation \& Computer Technologies (InCACCT). p. 871–6 (2023).




