Detail výsledku

Biometric-Enabled Watchlists Technology

LAI, K.; KANICH, O.; DVOŘÁK, M.; DRAHANSKÝ, M.; YANUSHKEVICH, S.; SHMERKO, V. Biometric-Enabled Watchlists Technology. IET Biometrics, 2018, vol. 7, no. 2, p. 163-172. ISSN: 2047-4938.
Typ
článek v časopise
Jazyk
angličtina
Autoři
Lai Kenneth, FIT (FIT)
Kanich Ondřej, Ing., Ph.D., FIT (FIT), UITS (FIT)
Dvořák Michal, Ing., Ph.D., UITS (FIT)
Drahanský Martin, prof. Ing., Ph.D., UITS (FIT)
Yanushkevich Svetlana
Shmerko Vlad., FIT (FIT)
Abstrakt

For Entry-Exit technologies, such as US VISIT and Smart Borders (e-borders), a watchlist normally contains high-quality biometric traits and is checked only against visitors. The situation can change drastically if low-quality images are added into the watchlist. Motivated by this fact, we introduce a systematic approach to assessing the risk of travellers using a biometric-enabled watchlist where some latency of the biometric traits is allowed. The main results presented herein include: (1) a taxonomical view of the watchlist technology, and (2) a novel risk assessment technique. For modelling the watchlist landscape, we propose a risk categorisation using the Doddington metric. We evaluate via experimental study on large-scale facial and fingerprint databases, the risks of impersonation and mis-identification in various screening scenarios. Other contributions include a study of approaches to designing a biometric-enabled watchlist for e-borders: a) risk control and b) improving performance of the e-border via integrating the interview supporting machines.

Klíčová slova



biometrics (access control), risk management, face recognition, fingerprint identification, Doddington metric, e-borders, risk assessment technique, risk control, risk categorisation, systematic approach, watchlist landscape modelling, fingerprint databases, entry-exit technologies, biometric-enabled watchlists technology, high-quality biometric traits, large-scale facial databases

URL
Rok
2018
Strany
163–172
Časopis
IET Biometrics, roč. 7, č. 2, ISSN 2047-4938
DOI
10.1049/iet-bmt.2017.0036
UT WoS
000426552700008
EID Scopus
2-s2.0-85136332236
BibTeX 
@article{BUT144416,
  author="Kenneth {Lai} and Ondřej {Kanich} and Michal {Dvořák} and Martin {Drahanský} and Svetlana {Yanushkevich} and Vlad. {Shmerko}",
  title="Biometric-Enabled Watchlists Technology",
  journal="IET Biometrics",
  year="2018",
  volume="7",
  number="2",
  pages="163--172",
  doi="10.1049/iet-bmt.2017.0036",
  issn="2047-4938",
  url="https://www.researchgate.net/publication/318705359_Biometric-Enabled_Watchlists_Technology"
}
Projekty
Bezpečné a spolehlivé počítačové systémy, VUT, Vnitřní projekty VUT, FIT-S-17-4014, zahájení: 2017-03-01, ukončení: 2020-02-29, ukončen
IT4Innovations excellence in science, MŠMT, Národní program udržitelnosti II, LQ1602, zahájení: 2016-01-01, ukončení: 2020-12-31, ukončen
Výzkumné skupiny
Security Technology Research and Development (VZ STRaDe)
Pracoviště
Ústav inteligentních systémů (UITS)
Nahoru