We have relevant datasets, repositories, frameworks and tools of relevance for research and technology transfer initiatives related to knowledge extraction. This section provides an overview on a selection of them and links to download or contact details.

The MdM Strategic Research Program has its own community in Zenodo for material available in this repository  as well as at the UPF e-repository  . Below a non-exhaustive list of datasets representative of the research in the Department.

As part of the promotion of the availability of resources, the creation of specific communities in Zenodo has also been promoted, at level of research communities (for instance, MIR and Educational Data Analytics) or MSc programs (for instance, the Master in Sound and Music Computing)

 

 

Back Rullo A, Serra E, Bertino E, Lobo J. Shortfall-Based Optimal Placement of Security Resources for Mobile IoT Scenarios. Computer Security – ESORICS 2017. Lecture Notes in Computer Science, vol 10493

Rullo A, Serra E, Bertino E, Lobo J. Shortfall-Based Optimal Placement of Security Resources for Mobile IoT Scenarios. Computer Security – ESORICS 2017. Lecture Notes in Computer Science, vol 10493.

We present a method for computing the best provisioning of security resources for Internet of Things (IoT) scenarios characterized by a high degree of mobility. The security infrastructure is specified by a security resource allocation plan computed as the solution of an optimization problem that minimizes the risk of having IoT devices not monitored by any resource. Due the mobile nature of IoT devices, a probabilistic framework for modeling such scenarios is adopted. We adapt the concept of shortfall from economics as a risk measure and show how to compute and evaluate the quality of an allocation plan. The proposed approach fits well with applications such as vehicular networks, mobile ad-hoc networks, smart cities, or any IoT environment characterized by mobile devices that needs a monitoring infrastructure.

Additional material:

  • Dataset - Syslog, SNMP, and tcpdump data for 5 years or more from wireless network at Dartmouth College

Link: https://doi.org/10.1007/978-3-319-66399-9_23

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