Tiago Filipe Dias Santos Roxo

Tiago Roxo

Academic position:	Assistant Professor
Joining date:	01-10-2020
Roles in IT:	Researcher
Thematic Line:	Information and Data Sciences
Group:	Pattern and Image Analysis – Cv

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

http://www.cienciavitae.pt/BF1F-E969-0CB6

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11-05-2026

The PhD Student Joana Cabral Costa Awarded at International Conference on Artificial Intelligence

Joana Cabral Costa is conducting the PhD thesis: “Defense Mechanism for Adversarial Attacks in Computer Vision”, under the supervision of our researchers Pedro Inácio and Hugo Proença.

Scientific Achievements

Academic Activities

2Supervision of MSc theses

As Supervisor

Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge, MSc Student, Sharayu Nilesh Deshmukh, Concluded 06-2026

As Co-supervisor

Blockchain-Based Decentralized Physical Asset Traceability Platform, MSc Student, Tiago Lopes Ribeiro, Expected conclusion 07-2026

Publications

7Papers 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
T. Roxo, H. Proença, YinYang-Net: Complementing Face and Body Information for Wild Gender Recognition, IEEE Access, Vol. 10, No. 0, pp. 28122 - 28132, March, 2022 | Full text (PDF 2 MBs) | BibTex

1Papers 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

Related UN SDG

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