Joana Cabral Amaral Nunes da Costa

Academic position:	PhD Student
Joining date:	01-09-2020
Roles in IT:	PhD Student
Thematic Line:	Networks and Services
Group:	Network Applications and Services - Cv

IT Branch – Covilhã
Faculdade de Engenharia
Covilhã
6201-001
Tel: 275329953
Email: Send Email

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Thesis Information

Defense Mechanism for Adversarial Attacks in Computer Vision, Universidade da Beira Interior, PhD Student, Joana Cabral Amaral Nunes da Costa, Supervisor: P. R. M. I. Inácio, Co-supervisor: H. Proença, set-2021 - set-2026

Publications

6Papers in Journals

J. Costa, T. Roxo, H. Proença, P. R. M. I. Inácio, LISArD: learning image similarity to defend against gray-box adversarial attacks, peerj computer science, Vol. 12, No., pp. e3735 - e3735, April, 2026 | BibTex
T. Roxo, J. Costa, P. R. M. I. Inácio, H. Proença, BIAS: A Body-Based Interpretable Active Speaker Approach, IEEE Transactions on Biometrics, Behavior, and Identity Science, Vol. 7, No. 3, pp. 410 - 421, July, 2025 | BibTex
T. Roxo, J. Costa, P. R. M. I. Inácio, H. Proença, WASD: A Wilder Active Speaker Detection Dataset, IEEE Transactions on Biometrics, Behavior, and Identity Science, Vol. 7, No. 1, pp. 61 - 70, January, 2025 | BibTex
J. Costa, T. Roxo, H. Proença, P. R. M. I. Inácio, How Deep Learning Sees the World: A Survey on Adversarial Attacks & Defenses, IEEE Access, Vol. 12, No. 0, pp. 61113 - 61136, April, 2024 | BibTex
J. Costa, T. Roxo, C. Lopes, J. Sequeiros, Tiago M. C. Simões, P. R. M. I. Inácio, Theoretical and practical assessments over SSH, Research and Practice in Technology Enhanced Learning, Vol. 18, No. 0, pp. 0 - 30, January, 2023,
| Abstract | BibTex
J. Costa, T. Roxo, J. Sequeiros, H. Proença, P. R. M. I. Inácio, Predicting CVSS Metric via Description Interpretation, IEEE Access, Vol. 10, No. 0, pp. 59125 - 59134, June, 2022,
| Abstract | BibTex

3Papers in Conferences

J. Costa, T. Roxo, H. Proença, P. R. M. I. Inácio, ZQBA: Zero Query Black-box Adversarial Attack, INSTICC International Conference on Agents and Artificial Intelligence ICAART, Marbella, Spain, Vol., pp. 1 - 8, March, 2026 | Full text (PDF 3 MBs) | BibTex
J. Sequeiros, B. Louro, R. Abreu, J. Costa, P. R. M. I. Inácio, Analysis of the Capability and Training of Chat Bots in the Generation of Rules for Firewall or Intrusion Detection Systems, ACM International Conference on Availability, Reliability and Security ARES, Viena, Austria, Vol., pp. -, July, 2024,
| Abstract | Full text (PDF 509 KBs) | BibTex
C. Lopes, J. Costa, J. Sequeiros, Tiago M. C. Simões, P. R. M. I. Inácio, M. Freire, Machine Learning Applied to Security Requirements Elicitation: Learning From Experience, Inforum - Simpósio de Informática, Lisbon, Portugal, September, 2021 | BibTex

Projects

Acronym	Name	Funding Agency	Start date	Ending date
SECURIoTESIGN	Towards the assurance of SECURity by dESIGN of the Internet of Things	FCT/COMPETE/FEDER	01-07-2018	01-06-2021

Related UN SDG

Activities from this researcher fall under the following United Nations Strategic Development Goals (SDGs):