An in-depth study of ELEKTRA as a biometric system
Submitted to Engineering Applications of Artificial Intelligence on July 2022
CV
Academic Background
- Ph.D. in Computer Science and Technology, Universidad Carlos III de Madrid, 13 Dec. 2022
- M.Sc. in Cibersecurity, Universidad Carlos III de Madrid, 2020
- B.Sc. in Telematics Engineering, Universitat de les Illes Balears, 2019
Professional History
- PhD Candidate: Sept 2020 - Dec 2022
- Company: UC3M, Computer Science and Technology
- Field: Deep Learning applied to Biometrics
- Supervisors: Dr. Pedro Peris-López and Dra. Carmen Cámara under CYNAMON-CM Project
- Research Assistant: October 2019 - Dec 2022
- Company: Universidad Carlos III de Madrid, COSEC Laboratory
- Field: Cibersecurity
- Supervisors: Dr. Pedro Peris-López and Dra. Carmen Cámara
- Security and DevOps Systems Technician: June 2019 - September 2019
- Company: Air Europa, S.L.
- Field: Server and infraestructure mantainance and cibersecurity management
- Supervisor: Bernat Mut González
Publications
ELEKTRA: ELEKTRokardiomatrix Application to biometric identification with Convolutional Neural Networks
Fuster-Barceló, Caterina, Pedro Peris-Lopez, and Carmen Camara. "ELEKTRA: ELEKTRokardiomatrix application to biometric identification with convolutional neural networks." Neurocomputing 506 (2022): 37-49.
Talks
IDOVEN - Protegiendo el oro con tu corazón
Talk at Idoven, Gran Vía, Madrid
Skype A Scientist
Talk at SkypeAScientist, Linz, Austria
Protegiendo el oro con tu corazón y un poco de Python
Talk at PyconES, Granada, Andalucía
Protegiendo el oro con tu corazón
Talk at Women Techmakers Madrid 2022, Puerta de Toledo, Madrid
Dissertations
- Caterina Fuster-Barceló
- Biopotential Signals and their Applicability to Cybersecurity, cum laude
- Ph.D. Thesis Dissertation, Universidad Carlos III de Madrid, Dec. 2022
- Under the supervision of Dr. Pedro Peris-López and Dra. Carmen Cámara
- Caterina Fuster-Barceló
- A Novel Biometrics Technique based on Electrocardiomatrix
- M.Sc. Thesis Dissertation, Universidad Carlos III de Madrid, 2020, July. 2020
- Under the supervision of Dr. Pedro Peris-López and Dra. Carmen Cámara
- Caterina Fuster-Barceló
- Event Management and Safety Information
- B.Sc. Thesis Dissertation, Universitat de les Illes Balears, July 2019
- Under the supervision of Dra. María Francisca Hinarejos Campos
Conferences Attendance
- PyConES 2022, Granada, Sept-Oct 2022
- VII Jornadas Nacionales de Investigación en Ciberseguridad, Bilbao, June 2022
- Women Techmakers, Madrid, April 2022
- VIII Jornades TIC Salut i Social, Tecnologia i humanisme: Teràpies digitals, Vic, Sept 2018
Certifications
- Autopsy Software for Forensic Analysis
- Ethical Hacking
- English Level C1 (MECR)
- French Level A2
- Machine Learning with Python (edX)
Core Competences
- Python, C/C++, Java, Matlab
- Deep Learning, Computer Vision
- Python Libraries for DL (NumPy, Scikit-learn, Tensorflow, Keras, Pandas…)
- Bash Scripting
- Git
- Latex
- Communication Protocols
Others
- Finalist for the Thesis Talks 2021, video available here, 2021
- Collaborator student maintaining a the University webpage for online courses, 2018
- Volunteer instructor at the Science Fair at the UIB , 2016 and 2017
- Linear Algebra and Discrete Mathematics with honours in the B.Sc. in Telemmatics Engineering, 2016
- Award-winning for the short-story contest in Setmanari Felanitx, 2016