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Keywords

Deep Learning, Computer Vision, Security & Privacy, Trustworthy Machine Learning

Countries

Brazil

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Education and qualifications (2)

Universidade de São Paulo Câmpus de São Carlos: Sao Carlos, São Paulo, BR

2021-03-10 to present | PhD (Instituto de Ciências Matemáticas e de Computação - ICMC)
Education
Source: Self-asserted source
Erikson Aguiar

Universidade de São Paulo: São Carlos, SP, BR

2018-08-01 to 2021-01-29 | Master (Instituto de Ciências Matemáticas e de Computação - ICMC)
Education
Source: Self-asserted source
Erikson Aguiar

Funding (2)

Security and privacy in machine learning models to medical images against adversarial attacks

2022-03 to 2026-02 | Grant
São Paulo Research Foundation (São Paulo, BR)
URL: https://bv.fapesp.br/en/bolsas/200993/security-and-privacy-in-machine-learning-models-to-medical-images-against-adversarial-attacks/
GRANT_NUMBER:

21/08982-3
Source: Self-asserted source
Erikson Aguiar

A trust protocol with multiple levels of access: case study with blockchain in medical applications

2019-04 to 2020-10 | Grant
São Paulo Research Foundation (São Paulo, BR)
URL: https://bv.fapesp.br/en/bolsas/184519/a-trust-protocol-with-multiple-levels-of-access-case-study-with-blockchain-in-medical-applications/
GRANT_NUMBER:

18/18187-3

Source: Self-asserted source
Erikson Aguiar

Works (3)

A blockchain-based protocol for tracking user access to shared medical imaging

Future Generation Computer Systems
2022-09 | Journal article
DOI: 10.1016/j.future.2022.04.017
Contributors: Erikson J. de Aguiar; Alyson J. dos Santos; Rodolfo I. Meneguette; Robson E. De Grande; Jó Ueyama
Source: check_circle
Crossref

Evaluation of the impact of physical adversarial attacks on deep learning models for classifying covid cases

Medical Imaging 2022: Computer-Aided Diagnosis
2022-04-04 | Conference poster
DOI: 10.1117/12.2611199
Source: Self-asserted source
Erikson Aguiar

A Survey of Blockchain-Based Strategies for Healthcare

ACM Computing Surveys
2021-03-31 | Journal article
DOI: 10.1145/3376915
Contributors: Erikson Júlio De Aguiar; Bruno S. Faiçal; Bhaskar Krishnamachari; Jó Ueyama
Source: check_circle
Crossref

Peer review (22 reviews for 4 publications/grants)

Review activity for Computers & electrical engineering. (1)
Review activity for Future generation computer systems. (2)
Review activity for Journal of ambient intelligence & humanized computing (5)
Review activity for Multimedia tools and applications. (14)
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