???global.info.a_carregar???
Ricardo da Silva Carvalho Mendes. Concluiu o(a) Mestrado integrado em Electrical and Computer Engineering em 2016/08/31 pelo(a) Universidade de Coimbra. Frequenta o(a) Doutoramento em Programa Doutoral em Ciências e Tecnologias da Informação pelo(a) Universidade de Coimbra desde 2016/09/01. É Researcher no(a) Universidade de Coimbra Centro de Informatica e Sistemas. Publicou 3 artigos em revistas especializadas. Possui 1 capítulo(s) de livros. Recebeu 8 prémio(s) e/ou homenagens. Participa e/ou participou como Bolseiro de Doutoramento em 1 projeto(s) e Investigador em 1 projeto(s). Atua na(s) área(s) de Ciências Exatas com ênfase em Ciências da Computação e da Informação. No seu currículo Ciência Vitae os termos mais frequentes na contextualização da produção científica, tecnológica e artístico-cultural são: data privacy; mobile computing; pattern clustering; privacy-utility trade-off; clustering geo-indistinguishability mechanism; obfuscation clusters; user-centric location privacy-preserving mechanism; LPPM; Privacy; Correlation; Laplace equations; Data privacy; Estimation; Clustering algorithms; Informatics; Location Privacy; Location Privacy-Preserving Mechanisms; Location-Based Services; Geo-Indistinguishability; Clustering; Geofencing; Geo-indistinguishability; Update Frequency; Differential Privacy; Privacy-Preserving Data Mining; Federated Learning; .
Identification

Personal identification

Full name
Ricardo da Silva Carvalho Mendes

Author identifiers

Ciência ID
FE19-82C7-AD48
ORCID iD
0000-0003-2077-7223

Email addresses

  • rscmendes@pm.me (Personal)

Knowledge fields

  • Exact Sciences - Computer and Information Sciences
Education
Degree Classification
2016/09/01 - 2021/09/01
Ongoing
Programa Doutoral em Ciências e Tecnologias da Informação (Doutoramento)
Universidade de Coimbra, Portugal

Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
2011/09/01 - 2016/08/31
Concluded
Electrical and Computer Engineering (Mestrado integrado)
Major in Computers
Universidade de Coimbra, Portugal
"Impairment-aware minimization of the number of regenerators in optical transport networks" (THESIS/DISSERTATION)
17.4
2011
Concluded
Curso de Ciências e Tecnologias (Ensino secundário)
Escola Secundária D. Duarte, Portugal
"n/a" (THESIS/DISSERTATION)
16.25
Affiliation

Teaching in Higher Education

Category
Host institution
Employer
2021/10/01 - 2022/02/28 Invited Assistant (University Teacher) Universidade do Porto Faculdade de Ciências, Portugal
Universidade do Porto Faculdade de Ciências, Portugal

Others

Category
Host institution
Employer
2022/03/15 - Current Senior Privacy Technologist Huawei Technologies Duesseldorf GmbH, Germany
2016/11/11 - 2022/03/14 Researcher Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
2016/11/01 - 2016/11/30 Voluntariado Web Summit (Startup Team) Web Summit, Ireland
Web Summit, Ireland
2015/08/01 - 2015/09/07 Summer Internship as a Junior Mobile Developer: Mobile development using Xamarin (c#) and Nativescript (javascript). Crossing Answers, Portugal
Projects

Contract

Designation Funders
2019/09/01 - 2020/09/01 COP-MODE: Context-aware Privacy Protection for Mobile Devices
NGI_TRUST 825618
Researcher
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal

University of Cambridge, United Kingdom

Universidade de Coimbra, Portugal

Universidade do Porto, Portugal
Ongoing
2016/12/05 - 2017/08/31 SWING2 - Segurança em Redes Wireless através de Codificação e Jamming
PhD Student Fellow
Universidade de Coimbra Centro de Informatica e Sistemas, Portugal
Concluded
Outputs

Publications

Book chapter
  1. André Brandão; Ricardo Mendes; João P. Vilela. "Efficient Privacy Preserving Distributed K-Means for Non-IID Data". 439-451. Springer International Publishing, 2021.
    10.1007/978-3-030-74251-5_35
Conference paper
  1. Mendes, Ricardo; Mariana Cunha; João P. Vilela; Alastair R. Beresford. Corresponding author: Mendes, Ricardo. "Enhancing User Privacy in Mobile Devices Through Prediction of Privacy Preferences". Paper presented in 27th European Symposium on Research in Computer Security (ESORICS) 2022, Copenhagen, 2022.
    Accepted
  2. Mendes, Ricardo; André Brandão; João P. Vilela; Alastair R. Beresford. Corresponding author: Mendes, Ricardo. "Effect of User Expectation on Mobile App Privacy: A Field Study". Paper presented in 20th International Conference on Pervasive Computing and Communications (PerCom 2022), Pisa, 2022.
    Published
  3. Mendes, Ricardo. "Clustering Geo-Indistinguishability for Privacy of Continuous Location Traces". 2019.
    10.1109/cccs.2019.8888111
  4. Mendes, Ricardo. "On the Effect of Update Frequency on Geo-Indistinguishability of Mobility Traces". 2018.
    10.1145/3212480.3212490
  5. Ricardo Mendes; Bruna Nogueira; Teresa Gomes; Lucia Martins; Joao Santos. "Impairment-aware optimization strategies to dimension optical transport networks with minimal regeneration requirements". 2016.
    10.1109/icumt.2016.7765334
Journal article
  1. Mariana Cunha; Ricardo Mendes; João P. Vilela. "A survey of privacy-preserving mechanisms for heterogeneous data types". Computer Science Review 41 (2021): 100403-100403. https://doi.org/10.1016/j.cosrev.2021.100403.
    10.1016/j.cosrev.2021.100403
  2. Bruna Nogueira; Ricardo Mendes; Lúcia Martins; Teresa Gomes; Rita Girão-Silva; João Santos; Tibor Cinkler. "Regeneration and grooming in MPLS over WDM networks". Journal of Optical Communications and Networking (2019): https://doi.org/10.1364/JOCN.11.000465.
    10.1364/JOCN.11.000465
  3. Ricardo Mendes; Joao P. Vilela. "Privacy-Preserving Data Mining: Methods, Metrics, and Applications". IEEE Access 5 (2017): 10562-10582. https://doi.org/10.1109%2Faccess.2017.2706947.
    10.1109/access.2017.2706947
Newspaper article
  1. Mendes, Ricardo; Mariana Cunha; João P. Vilela. "Impact of Frequency of Location Reports onthe Privacy Level of Geo-indistinguishability", 2020, https://petsymposium.org/2020/files/papers/issue2/popets-2020-0032.pdf.
    DOI 10.2478/popets-2020-0032
Activities

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2021/10/01 - 2022/02/28 Network Security course for the Master in Information Security
Distinctions

Other distinction

2017 FCT PhD Grant - SFRH/BD/128599/2017
Fundação para a Ciência e a Tecnologia, Portugal
2016 Master Thesis Scholarship
Coriant Portugal, Portugal
2016 SWING2 (PTDC/EEI- TEL/3684/2014) Grant
2015 3% Best students of the Department of Electrical and Computer Engineering award
Universidade de Coimbra, Portugal
2014 3% Best students of the Department of Electrical and Computer Engineering award
Universidade de Coimbra, Portugal
2013 3% Best students of the Department of Electrical and Computer Engineering award
Universidade de Coimbra, Portugal
2011 Scholar excellence and merit award 2010/2011
2010 Scholar excellence and merit award 2009/2010