Szczegóły publikacji
Opis bibliograficzny
On-line anomaly detection and qualification of random bit streams / Cesare Caratozzolo, Valeria Rossi, Kamil WITEK, Alberto Trombetta, Massimo Caccia // W: Proceedings of the 2024 IEEE international conference on Cyber Security and Resilience (CSR) [Dokument elektroniczny] : September 2–4, 2024, London, UK. — Wersja do Windows. — Dane tekstowe. — [Piscataway] : IEEE, cop. 2024. — Print on Demand(PoD) ISBN: 979-8-3503-7537-4. — e-ISBN: 979-8-3503-7536-7. — S. 897–904. — Wymagania systemowe: Adobe Reader. — Bibliogr. s. 904, Abstr. — Publikacja dostępna online od: 2024-09-24. — K. Witek - dod. afiliacja: Universita degli Studi dell’Insubria
Autorzy (5)
- Caratozzolo Cesare
- Rossi Valeria
- AGHWitek Kamil
- Trombetta Alberto
- Caccia Massimo
Słowa kluczowe
Dane bibliometryczne
| ID BaDAP | 157977 |
|---|---|
| Data dodania do BaDAP | 2025-03-10 |
| Tekst źródłowy | URL |
| DOI | 10.1109/CSR61664.2024.10679431 |
| Rok publikacji | 2024 |
| Typ publikacji | materiały konferencyjne (aut.) |
| Otwarty dostęp |  |
| Wydawca | Institute of Electrical and Electronics Engineers (IEEE) |
Abstract
Generating random bit streams is required in various applications, most notably cyber-security. Ensuring high-quality and robust randomness is crucial to mitigate risks asso-ciated with predictability and system compromise. True random numbers provide the highest unpredictability levels. However, potential biases in the processes exploited for the random number generation must be carefully monitored. This paper reports the implementation and characterization of an on-line procedure for the detection of anomalies in a true random bit stream. It is based on the NIST Adaptive Proportion and Repetition Count tests, complemented by statistical analysis relying on the Monobit and RUNS. The procedure is firmware implemented and performed simultaneously with the bit stream generation, and providing as well an estimate of the entropy of the source. The experimental validation of the approach is performed upon the bit streams generated by a quantum, silicon-based entropy source.
