{"id":21494,"date":"2023-02-21T12:02:00","date_gmt":"2023-02-21T12:02:00","guid":{"rendered":"https:\/\/cit.upc.edu\/?post_type=portfolio&p=21494"},"modified":"2023-07-05T10:09:00","modified_gmt":"2023-07-05T10:09:00","slug":"anem-models-i-tecniques-danonimitzacio-de-dades-amb-aplicacio-al-sector-de-la-mobilitat","status":"publish","type":"portfolio","link":"https:\/\/cit.upc.edu\/ca\/portfolio-item\/anem-models-i-tecniques-danonimitzacio-de-dades-amb-aplicacio-al-sector-de-la-mobilitat\/","title":{"rendered":"ANEM: Models i t\u00e8cniques d’anonimitzaci\u00f3 de dades amb aplicaci\u00f3 al sector de la mobilitat"},"content":{"rendered":"\n

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21\/02\/2023
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La compartici\u00f3 de dades entre empreses, tant p\u00fabliques com privades, presenta diverses barreres per les potencials amenaces que perceben aquestes organitzacions. En tots els \u00e0mbits, per\u00f2 sobretot en el de la mobilitat, la compartici\u00f3 i la correlaci\u00f3 de dades dels diferents agents en el mateix ecosistema permet millorar processos interns a dins les organitzacions i assolir una mobilitat m\u00e9s sostenible, a escala global. Per tal d\u2019aconseguir aquests reptes, garantir la privadesa de dades (tant les de negoci com les d\u2019usuari) i la seva anonimitzaci\u00f3 \u00e9s clau per estimular la compartici\u00f3 de dades.\u00a0\r
En aquest context, sorgeix el projecte ANEM (pel seu nom \u2018Models i t\u00e8cniques d\u2019ANonimitzaci\u00f3 de dadEs\u2019), en el qual participa el grup de recerca Smart Services for Information Systems and Communication Networks (SISCOM) de la Universitat Polit\u00e8cnica de Catalunya – BarcelonaTech (UPC).\r
L\u2019objectiu d\u2019ANEM ha estat desenvolupar, amb models i t\u00e8cniques d\u2019\u00faltima generaci\u00f3, una plataforma modular capa\u00e7 de generar dades sint\u00e8tiques (\u00e9s a dir, no reals per\u00f2 que serviran per entrenar la intel\u00b7lig\u00e8ncia artificial) protegides de possibles amenaces en l\u2019\u00e0mbit de la ciberseguretat. L\u2019aspecte diferencial desenvolupat pel grup de la UPC \u00e9s que aquesta generaci\u00f3 de dades sint\u00e8tiques oferir\u00e0 privadesa diferencial, \u00e9s a dir, hi haur\u00e0 una garantia matem\u00e0ticament demostrable de que no ser\u00e0 possible identificar els usuaris que han participat en les dades d\u2019entrenament de l\u2019algorisme, preservant, per tant, la seva privadesa.\r
El projecte combina l\u2019expertesa tant en l\u2019\u00e0mbit TIC (privadesa i anonimitzaci\u00f3 de dades, big data, intel\u00b7lig\u00e8ncia artificial i ciberseguretat) com en l\\’entorn de la mobilitat sostenible.\r
El grup SISCOM ha col\u00b7laborat en aquest projecte aportant la seva expertesa en privadesa i anonimitzaci\u00f3 de dades, a partir de models i algorismes de generaci\u00f3 de dades i, posteriorment, ha donat suport en la validaci\u00f3 de l\\’eina d\\’anonimitzaci\u00f3 generada com a resultat del projecte.
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Resultats i impacteEls resultats d\u2019aquest projecte tindran un impacte en la societat en la manera com s\u2019obtenen m\u00e9s dades que es puguin compartir de manera m\u00e9s f\u00e0cil i segura. A m\u00e9s, en camps o sectors especialitzats com el de la mobilitat, pot tenir un impacte favorable cap a models m\u00e9s eficients i rics en informaci\u00f3, ajudant a transformar i optimitzar el model de mobilitat envers el ciutad\u00e0, l\u2019economia i el medi ambient.\r
El projecte ha estat coordinat per l\u2019empresa Mosaic Factor, especialitzada en Big Data i intel\u00b7lig\u00e8ncia artificial en l\u2019\u00e0mbit de la mobilitat sostenible de persones i mercaderies, en el qual han participat tamb\u00e9 la Fundaci\u00f3 i2CAT, i B:SM, els quals han aportat dades de mobilitat de Barcelona.
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Pressupost i finan\u00e7ament<\/h4>\r
ANEM \u00e9s un projecte d\\’innovaci\u00f3 tecnol\u00f2gica finan\u00e7at per l\u2019AGAUR en la convocat\u00f2ria INNOTEC-2020, amb un pressupost de 200.000 \u20ac. L\u2019execuci\u00f3 del projecte va tenir lloc del juny de 2021 al desembre de 2022.
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Tecnologia<\/h5>\r
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Log\u00edstica i Mobilitat<\/a>
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Sector<\/h5>\r
Transport i Mobilitat<\/a>
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Vols saber m\u00e9s?<\/h5>
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L\u2019objectiu d\u2019ANEM (pel seu nom \u2018Models i t\u00e8cniques d\u2019ANonimitzaci\u00f3 de dadEs\u2019), en el qual participa el SISCOM de la UPC, ha estat desenvolupar, amb models i t\u00e8cniques d\u2019\u00faltima generaci\u00f3, una plataforma modular capa\u00e7 de generar dades sint\u00e8tiques (\u00e9s a dir, no reals per\u00f2 que serviran per entrenar la intel\u00b7lig\u00e8ncia artificial) protegides de possibles amenaces en l\u2019\u00e0mbit de la ciberseguretat. <\/p>\n","protected":false},"author":5,"featured_media":21469,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"portfolio-types":[910,221,911,412],"class_list":["post-21494","portfolio","type-portfolio","status-publish","has-post-thumbnail","hentry","portfolio-types-mobile-ca","portfolio-types-tecnologias-de-las-tic-ca","portfolio-types-tecnologias-de-logistica-y-movilidad-ca","portfolio-types-transport-i-mobilitat"],"yoast_head":"\nAnonimitzaci\u00f3 de dades en el transport p\u00fablic - 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