@conference {8784023,
	title = {Towards trustless prediction-as-a-service},
	booktitle = {2019 IEEE International Conference on Smart Computing (SMARTCOMP)},
	year = {2019},
	month = {June},
	pages = {317-322},
	keywords = {application program interfaces, Blockchain, cloud computing, cloud provider infrastructure, Computational modeling, Cryptography, Deep Learning, deep learning models, deep neural network models, inference model, inference service, infrastructure acquisition, Machine learning, malicious behaviors, neural nets, neural networks, operation costs, peculiar threat models, prediction API provider, prediction API providers, prediction APIs, prediction-as-a-service, Predictive models, Protocols, security of data, self-hosting costs, software-as-a-service business model, Tendermint},
	issn = {null},
	doi = {10.1109/SMARTCOMP.2019.00068},
	author = {G. Santhosh and F. De Vita and D. Bruneo and F. Longo and A. Puliafito}
}
@article {Panarello2018,
	title = {Blockchain and iot integration: A systematic survey},
	journal = {Sensors - MDPI},
	volume = {18},
	number = {8},
	year = {2018},
	note = {cited By 10},
	publisher = {MDPI AG},
	abstract = {<p>The Internet of Things (IoT) refers to the interconnection of smart devices to collect data and make intelligent decisions. However, a lack of intrinsic security measures makes IoT vulnerable to privacy and security threats. With its {\textquotedblleft}security by design,{\textquotedblright} Blockchain (BC) can help in addressing major security requirements in IoT. BC capabilities like immutability, transparency, auditability, data encryption and operational resilience can help solve most architectural shortcomings of IoT. This article presents a comprehensive survey on BC and IoT integration. The objective of this paper is to analyze the current research trends on the usage of BC-related approaches and technologies in an IoT context. This paper presents the following novelties, with respect to related work: (i) it covers different application domains, organizing the available literature according to this categorization, (ii) it introduces two usage patterns, i.e., device manipulation and data management (open marketplace solution), and (iii) it reports on the development level of some of the presented solutions. We also analyze the main challenges faced by the research community in the smooth integration of BC and IoT, and point out the main open issues and future research directions. Last but not least, we also present a survey about novel uses of BC in the machine economy. {\textcopyright} 2018 by the authors. Licensee MDPI, Basel, Switzerland.</p>
},
	keywords = {Blockchain, Cryptography, Future research directions, Information management, Integration, Intelligent decisions, Internet of thing (IOT), Internet of Things, Privacy and security, Research communities, Security by designs, Security measure, Security requirements, Surveying, Surveys},
	issn = {14248220},
	doi = {10.3390/s18082575},
	url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85051401073\&doi=10.3390\%2fs18082575\&partnerID=40\&md5=07247598c49b9507bea67e04bb3e325f},
	author = {Alfonso Panarello and Nachiket Tapas and Giovanni Merlino and Francesco Longo and Antonio Puliafito}
}
