{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T10:59:08Z","timestamp":1768820348287,"version":"3.49.0"},"reference-count":28,"publisher":"Springer Science and Business Media LLC","issue":"8","license":[{"start":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T00:00:00Z","timestamp":1711411200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T00:00:00Z","timestamp":1711411200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"DOI":"10.1007\/s11042-024-18950-1","type":"journal-article","created":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T06:19:47Z","timestamp":1711433987000},"page":"4809-4835","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["AMCB: enhancing the authentication process with blockchain integrated with PUF and machine learning"],"prefix":"10.1007","volume":"84","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5374-5960","authenticated-orcid":false,"given":"Hind A.","family":"Al-Ghuraybi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammed A.","family":"AlZain","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ben","family":"Soh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,3,26]]},"reference":[{"key":"18950_CR1","doi-asserted-by":"publisher","first-page":"647","DOI":"10.1016\/j.procs.2020.01.059","volume":"165","author":"MM Nair","year":"2019","unstructured":"Nair MM, Tyagi AK, Goyal R (2019) Medical cyber physical systems and its issues. Procedia Comput Sci 165:647\u2013655","journal-title":"Procedia Comput Sci"},{"key":"18950_CR2","unstructured":"Chen F et al (2021) Medical cyber-physical systems: A solution to smart health and the state of the art. IEEE Trans Comput Soc Syst"},{"issue":"2","key":"18950_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s10916-019-1468-1","volume":"44","author":"X Cheng","year":"2020","unstructured":"Cheng X et al (2020) Design of a secure medical data sharing scheme based on blockchain. J Med Syst 44(2):1\u201311","journal-title":"J Med Syst"},{"key":"18950_CR4","volume-title":"Design automation conference","author":"I Lee","year":"2010","unstructured":"Lee I, Sokolsky O (2010) Medical cyber physical systems. In: Design automation conference. IEEE"},{"issue":"1","key":"18950_CR5","doi-asserted-by":"publisher","first-page":"282","DOI":"10.3390\/s20010282","volume":"20","author":"H Rathore","year":"2020","unstructured":"Rathore H, Mohamed A, Guizani M (2020) A survey of blockchain enabled cyber-physical systems. Sensors 20(1):282","journal-title":"Sensors"},{"key":"18950_CR6","doi-asserted-by":"crossref","unstructured":"Dedeoglu V et al (2020) A journey in applying blockchain for cyberphysical systems. In: 2020 International Conference on COMmunication Systems & NETworkS (COMSNETS). IEEE","DOI":"10.1109\/COMSNETS48256.2020.9027487"},{"issue":"7","key":"18950_CR7","doi-asserted-by":"publisher","first-page":"768","DOI":"10.3390\/electronics8070768","volume":"8","author":"LM Dang","year":"2019","unstructured":"Dang LM et al (2019) A survey on internet of things and cloud computing for healthcare. Electronics 8(7):768","journal-title":"Electronics"},{"key":"18950_CR8","doi-asserted-by":"crossref","unstructured":"Bathalapalli VK et al (2022) PUFchain 2.0: Hardware-assisted robust blockchain for sustainable simultaneous device and data security in smart healthcare. SN Comput Sci 3(5):1\u201319","DOI":"10.1007\/s42979-022-01238-2"},{"issue":"1","key":"18950_CR9","doi-asserted-by":"publisher","first-page":"28","DOI":"10.3390\/s21010028","volume":"21","author":"R Asif","year":"2020","unstructured":"Asif R, Ghanem K, Irvine J (2020) Proof-of-PUF enabled blockchain: Concurrent data and device security for internet-of-energy. Sensors 21(1):28","journal-title":"Sensors"},{"key":"18950_CR10","doi-asserted-by":"publisher","first-page":"73603","DOI":"10.1109\/ACCESS.2018.2878681","volume":"6","author":"R Atat","year":"2018","unstructured":"Atat R et al (2018) Big data meet cyber-physical systems: A panoramic survey. IEEE Access 6:73603\u201373636","journal-title":"IEEE Access"},{"key":"18950_CR11","doi-asserted-by":"publisher","first-page":"46419","DOI":"10.1109\/ACCESS.2018.2866049","volume":"6","author":"OR Shishvan","year":"2018","unstructured":"Shishvan OR, Zois D-S, Soyata T (2018) Machine intelligence in healthcare and medical cyber physical systems: A survey. IEEE Access 6:46419\u201346494","journal-title":"IEEE Access"},{"key":"18950_CR12","volume-title":"2014 12th IEEE international conference on industrial informatics (INDIN)","author":"J Dell","year":"2014","unstructured":"Dell J, Greiner T, Rosenstiel W (2014) Model-based platform design and evaluation of cloud-based cyber-physical systems (CCPS). In: 2014 12th IEEE international conference on industrial informatics (INDIN). IEEE"},{"key":"18950_CR13","doi-asserted-by":"crossref","unstructured":"Shafay M et al (2022) Blockchain for deep learning: review and open challenges. Cluster Comput:1\u201325","DOI":"10.1007\/s10586-022-03582-7"},{"key":"18950_CR14","doi-asserted-by":"crossref","unstructured":"Chen F et al (2021) Blockchain-based efficient device authentication protocol for medical cyber-physical systems. Secur Commun Netw:2021","DOI":"10.1155\/2021\/5580939"},{"key":"18950_CR15","doi-asserted-by":"crossref","unstructured":"Chen F et al (2021) Data access control based on blockchain in medical cyber physical systems. Secur Commun Netw:2021","DOI":"10.1155\/2021\/3395537"},{"issue":"3","key":"18950_CR16","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1109\/MNET.011.2000514","volume":"35","author":"MA Khan","year":"2020","unstructured":"Khan MA et al (2020) A machine learning approach for blockchain-based smart home networks security. IEEE Network 35(3):223\u2013229","journal-title":"IEEE Network"},{"key":"18950_CR17","volume-title":"28th International conference on computer communications and networks (ICCCN)","author":"W Schneble","year":"2019","unstructured":"Schneble W, Thamilarasu G (2019) Attack detection using federated learning in medical cyber-physical systems. In: 28th International conference on computer communications and networks (ICCCN)"},{"issue":"4","key":"18950_CR18","doi-asserted-by":"publisher","first-page":"1467","DOI":"10.3390\/s21041467","volume":"21","author":"Z Shahbazi","year":"2021","unstructured":"Shahbazi Z, Byun Y-C (2021) Integration of Blockchain, IoT and machine learning for multistage quality control and enhancing security in smart manufacturing. Sensors 21(4):1467","journal-title":"Sensors"},{"key":"18950_CR19","doi-asserted-by":"publisher","first-page":"64411","DOI":"10.1109\/ACCESS.2019.2916886","volume":"7","author":"R Kumar","year":"2019","unstructured":"Kumar R et al (2019) A multimodal malware detection technique for Android IoT devices using various features. IEEE Access 7:64411\u201364430","journal-title":"IEEE Access"},{"issue":"9","key":"18950_CR20","doi-asserted-by":"publisher","first-page":"3025","DOI":"10.3390\/s21093025","volume":"21","author":"F Hussain","year":"2021","unstructured":"Hussain F et al (2021) A framework for malicious traffic detection in IoT healthcare environment. Sensors 21(9):3025","journal-title":"Sensors"},{"issue":"2","key":"18950_CR21","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1109\/MCE.2019.2953758","volume":"9","author":"SP Mohanty","year":"2020","unstructured":"Mohanty SP et al (2020) PUFchain: A hardware-assisted blockchain for sustainable simultaneous device and data security in the internet of everything (IoE). IEEE Consum Electron Mag 9(2):8\u201316","journal-title":"IEEE Consum Electron Mag"},{"key":"18950_CR22","unstructured":"Brownworth A (2016) Blockchain 101\u2013A visual demo. Boston, Massachusetts Institute of Technology (MIT), November [online]. http:\/\/blockchain.mit.edu\/how-blockchain-works"},{"issue":"12","key":"18950_CR23","doi-asserted-by":"publisher","first-page":"5458","DOI":"10.3390\/app11125458","volume":"11","author":"S Kim","year":"2021","unstructured":"Kim S, Park K-J (2021) A survey on machine-learning based security design for cyber-physical systems. Appl Sci 11(12):5458","journal-title":"Appl Sci"},{"key":"18950_CR24","volume-title":"IoT malware detection and classification","author":"E Castaneda","year":"2022","unstructured":"Castaneda E (2022) IoT malware detection and classification. Available from: https:\/\/www.kaggle.com\/code\/efecastaneda\/iot-malwaredetection-and-classification"},{"key":"18950_CR25","unstructured":"mauricio. Benign & Malicious PE Files (2017) Available from: https:\/\/www.kaggle.com\/datasets\/amauricio\/pe-files-malwares?datasetId=25773"},{"key":"18950_CR26","unstructured":"Jayanth D. pe_header_data (2022) Available from: https:\/\/www.kaggle.com\/datasets\/dasarijayanth\/pe-header-data"},{"key":"18950_CR27","doi-asserted-by":"crossref","unstructured":"Lopez CCU, Cadavid AN (2016) Machine learning classifiers for android malware analysis. In: 2016 IEEE Colombian Conference on Communications and Computing (COLCOM). IEEE","DOI":"10.1109\/ColComCon.2016.7516385"},{"key":"18950_CR28","volume-title":"Development of decentralized application (DApp) using blockchain technology to improve healthcare and medical record systems in Malaysia","author":"J Lim","year":"2022","unstructured":"Lim J (2022) Development of decentralized application (DApp) using blockchain technology to improve healthcare and medical record systems in Malaysia. UTAR"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-024-18950-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11042-024-18950-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-024-18950-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,23]],"date-time":"2025-03-23T00:16:05Z","timestamp":1742688965000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11042-024-18950-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,3,26]]},"references-count":28,"journal-issue":{"issue":"8","published-online":{"date-parts":[[2025,3]]}},"alternative-id":["18950"],"URL":"https:\/\/doi.org\/10.1007\/s11042-024-18950-1","relation":{},"ISSN":["1573-7721"],"issn-type":[{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,3,26]]},"assertion":[{"value":"3 October 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 February 2024","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 March 2024","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 March 2024","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"There is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}