Szczegóły publikacji
Opis bibliograficzny
Legal and technical challenges of AI in the field of criminal investigations / Devika Pérez-Medina, Nicolás Madrid, Piotr A. KOWALSKI // W: Computational intelligence and mathematics for tackling complex problems 6 / eds. László T. Kóczy, Jesús Medina, Piotr A. Kowalski, Eloísa Ramírez-Poussa. — Cham : Springer Nature Switzerland, cop. 2026. — ( Studies in Computational Intelligence ; ISSN 1860-949X ; SCI vol. 1222 ). — Publikacja zawiera materiały z konferencji: 15th European Symposium on Computational Intelligence and Mathematics : 12–15 May 2024, Krakow. — ISBN: 978-3-031-97878-4; e-ISBN: 978-3-031-97879-1. — S. 107–114. — Bibliogr., Abstr. — P. A. Kowalski - dod. afiliacja: Systems Research Institute Polish Academy of Sciences, Warsaw, Poland
Autorzy (3)
- Pérez-Medina Dévika
- Madrid Nicolás
- AGHKowalski Piotr Andrzej
Dane bibliometryczne
| ID BaDAP | 166195 |
|---|---|
| Data dodania do BaDAP | 2026-03-11 |
| DOI | 10.1007/978-3-031-97879-1_12 |
| Rok publikacji | 2026 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Wydawca | Springer |
| Czasopismo/seria | Studies in Computational Intelligence |
Abstract
This article addresses critical challenges in the intersection of artificial intelligence, crime investigation and digital forensics, particularly in light of the proposed Regulation on Artificial Intelligence in the European Union. The focus is on mitigating biases caused by databases and algorithms, with real-world examples highlighting discriminatory biases in criminal proceedings. The article emphasises the necessity of addressing biases in both data and algorithmic decision-making to ensure fair outcomes. Another key concern explored is the lack of traceability in AI-based decisions, posing challenges to accountability and transparency, especially in the context of criminal investigations. Additionally, the article delves into the protection of private and family data in the vast datasets analysed by AI systems, referencing a legal case that underscores the potential violation of the right to a fair trial. To address this, the article proposes the development of anonymisation systems to safeguard individuals’ privacy rights. The overarching theme is the need for ethical considerations and legal frameworks to guide the responsible development and deployment of AI tools in digital forensics.
