Publication
Detecting Robotic Anomalies using RobotChain
| dc.contributor.author | Lopes, Vasco | |
| dc.contributor.author | Alexandre, Luís | |
| dc.date.accessioned | 2020-01-13T10:22:47Z | |
| dc.date.available | 2020-01-13T10:22:47Z | |
| dc.date.issued | 2019-04 | |
| dc.description.abstract | Robotic events can provide notable amounts of information regarding a robot’s status, which can be extrapolated to detect productivity, anomalies, malfunctions and used for monitorization. However, when problems occur in sensitive environments like a factory, the logs of a machine may be discarded because they are susceptible to chances and malicious intents. In this paper we propose to use RobotChain for anomaly detection. RobotChain is a method to securely register robotic events, using a blockchain, which ensures that once an event gets registered on it, it’s secured and cannot be tampered with. We show how this system can be leveraged with the module for anomaly detection, that uses the information contained on the blockchain to detect anomalies on a UR3 robot. | pt_PT |
| dc.description.sponsorship | This work was partially supported by the Tezos Fundation through a grant for project Robotchain | pt_PT |
| dc.description.version | info:eu-repo/semantics/publishedVersion | pt_PT |
| dc.identifier.uri | http://hdl.handle.net/10400.6/8238 | |
| dc.language.iso | eng | pt_PT |
| dc.peerreviewed | yes | pt_PT |
| dc.subject | Robotic | pt_PT |
| dc.title | Detecting Robotic Anomalies using RobotChain | pt_PT |
| dc.type | conference object | |
| dspace.entity.type | Publication | |
| oaire.citation.title | 19th IEEE International Conference on Autonomous Robot Systems and Competitions | pt_PT |
| person.familyName | FERRINHO LOPES | |
| person.familyName | Alexandre | |
| person.givenName | VASCO | |
| person.givenName | Luís | |
| person.identifier | bvYBcRkAAAAJ | |
| person.identifier.ciencia-id | 2516-C038-0DC1 | |
| person.identifier.ciencia-id | 2014-0F06-A3E3 | |
| person.identifier.orcid | 0000-0002-5577-1094 | |
| person.identifier.orcid | 0000-0002-5133-5025 | |
| person.identifier.rid | E-8770-2013 | |
| person.identifier.scopus-author-id | 8847713100 | |
| rcaap.rights | openAccess | pt_PT |
| rcaap.type | conferenceObject | pt_PT |
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| relation.isAuthorOfPublication.latestForDiscovery | a8a77d1f-0219-4739-a346-1b1ae649a47d |