In security systems the risk assessment in the sense of common criteria testing is a very relevant topic; this requires quantifying the attack potential in terms of the expertise of the attacker, his knowledge about the target and access to equipment. Contrary to those attacks, the recently revealed morphing attacks against Face Recognition Systems (FRSs) can not be assessed by any of the above criteria. But not all morphing techniques pose the same risk for an operational face recognition system. This paper introduces with the Morphing Attack Potential (MAP) a consistent methodology, that can quantify the risk, which a certain morphing attack creates.

Ferrara M., Franco A., Maltoni D., Busch C. (2022). Morphing Attack Potential. New York : IEEE [10.1109/IWBF55382.2022.9794509].

Morphing Attack Potential

Ferrara M.
Primo
;
Franco A.
Secondo
;
Maltoni D.
Penultimo
;
2022

Abstract

In security systems the risk assessment in the sense of common criteria testing is a very relevant topic; this requires quantifying the attack potential in terms of the expertise of the attacker, his knowledge about the target and access to equipment. Contrary to those attacks, the recently revealed morphing attacks against Face Recognition Systems (FRSs) can not be assessed by any of the above criteria. But not all morphing techniques pose the same risk for an operational face recognition system. This paper introduces with the Morphing Attack Potential (MAP) a consistent methodology, that can quantify the risk, which a certain morphing attack creates.
2022
International Workshop on Biometrics and Forensics (IWBF)
1
6
Ferrara M., Franco A., Maltoni D., Busch C. (2022). Morphing Attack Potential. New York : IEEE [10.1109/IWBF55382.2022.9794509].
Ferrara M.; Franco A.; Maltoni D.; Busch C.
File in questo prodotto:
File Dimensione Formato  
2204.13374.pdf

accesso aperto

Tipo: Postprint
Licenza: Licenza per accesso libero gratuito
Dimensione 477.46 kB
Formato Adobe PDF
477.46 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/900933
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 11
  • ???jsp.display-item.citation.isi??? 4
social impact