+3.2.3 Use of Biometrics
---+3.2.3.1 Biometric Accuracy
---+3.2.3.2 Presentation Attack Detection
---+3.2.3.3 Injection Attack Detection
---+3.2.3.4 Use of Biometric Samples

3.2.3 Use of Biometrics

Biometrics is the automated recognition of individuals based on their biological and behavioral characteristics, such as fingerprints, voice patterns, facial features, keystroke patterns, angle of holding a smart phone, screen pressure, typing speed, mouse movements, or gait. Such characteristics have multiple modalities that may differ in the extent to which they establish authentication intent, as described in Sec. 3.2.8.

Biometric comparisons are based on a measurement from the biometric sensor (e.g., camera, fingerprint reader). This measurement is subject to noise and presentation variations that require setting an acceptance threshold based on the differences between the measured biometric and the reference against which it is being compared. Due to these factors, there is some probability that a comparison will not result in a match, which is referred to as a false non-match rate (FNMR). Similarly, there is a probability that an impostor comparison will result in a match, referred to as a false match rate (FMR). A high-quality biometric system has both a very low FMR and FNMR. The chosen threshold usually emphasizes a low FMR to maximize security since false non-matches can often be mitigated by repeating the measurement or using an alternative authentication method.

For a variety of reasons, this document supports only a limited use of biometrics for authentication. These reasons include:

The biometric FMR does not provide sufficient confidence in the subscriber’s authentication by itself because it does not account for active impersonation attacks.
Biometric comparison is probabilistic, whereas the other authentication factors are deterministic.
Biometric template protection schemes provide a method for revoking biometric characteristics that are comparable to other authentication factors (e.g., PKI certificates, passwords). However, the availability of such solutions is limited.
Biometric characteristics do not constitute secrets. They can often be obtained online or otherwise without consent. A facial image can be obtained by taking a picture; latent fingerprints can be obtained from objects someone touches; and iris patterns can be captured with high-resolution cameras. While presentation attack detection (PAD) technologies can mitigate the risks of these types of attacks, additional trust in the sensor or biometric processing is required to ensure that PAD is operating in accordance with the needs of the CSP and the subscriber.
The use of biometric characteristics, especially when stored for central verification, introduces new privacy concerns, which are discussed further in Sec. 7.

Therefore, the limited use of biometrics for authentication is supported with specific requirements and guidelines.

Biometrics SHALL only be used as part of multi-factor authentication with a physical authenticator (i.e., “something you have”). The biometric characteristic SHALL be presented and compared for each authentication operation. An alternative non-biometric authentication option SHALL always be provided to the subscriber. Biometric data SHALL be treated and secured as sensitive personal information.

1. Übersicht

Bezeichnung Standard
3.2.3.1 Biometric Accuracy

The biometric system SHALL operate with an FMR [ISO/IEC2382-37] of one in 10000 or better for all demographic groups. Demographic categories to be considered SHALL include sex and skin tone when these factors affect biometric performance. This FMR SHALL be achieved under the conditions of a conformant attack (i.e., zero-effort impostor attempt), as defined in [ISO/IEC30107-1]. The biometric system SHOULD demonstrate a false non-match rate (FNMR) of less than 5 %. Biometric performance SHALL be tested in accordance with [ISO/IEC19795-1]. The biometric system SHALL be configured with a fixed threshold; it is not feasible to change the threshold for each demographic.

3.2.3.2 Presentation Attack Detection

The biometric system SHOULD implement PAD for iris and fingerprint modalities and SHALL implement PAD for facial recognition. Biometric comparison based on voice SHALL NOT be used. Testing the biometric system for deployment SHOULD demonstrate an impostor attack presentation accept rate (IAPAR) of less than 0.07. Presentation attack resistance SHOULD be tested in accordance with Clause 13 of [ISO/IEC30107-3] following security evaluation methodologies in [ISO/IEC19792] or [ISO/IEC19989-1] and [ISO/IEC19989-3]. The PAD decision MAY be made either locally on the claimant’s device or by a central verifier.

3.2.3.3 Injection Attack Detection

The biometric system SHALL allow no more than five consecutive failed authentication attempts or 10 consecutive failed attempts if PAD is implemented and meets the above requirements. Once that limit has been reached, the biometric authenticator SHALL impose a delay of at least 30 seconds before each subsequent attempt with an overall limit of no more than 50 consecutive failed authentication attempts or 100 if PAD is implemented due to the mitigation of presentation attacks. Once the overall limit is reached, the biometric system SHALL disable biometric authentication and offer another factor (e.g., a different biometric modality or an activation secret if it is not a required factor) if such an alternative method is already available. These limits are upper bounds, and agencies MAY make risk-based decisions to impose lower limits.

The verifier SHOULD determine the performance and integrity of the sensor and its associated endpoint. This increases the likelihood of detecting injection attacks due to compromised endpoints, sensor emulators, and similar threats. Acceptable methods for making this determination include:

Use of a known sensor, as determined by sensor authentication
First- or third-party testing against biometric performance standards
Runtime interrogation of signed metadata (e.g., attestation), as described in Sec. 3.2.4

Biometric comparison can be performed locally on a device being used by the claimant or at a central verifier. Since the potential for attacks on a larger scale is greater at central verifiers, comparison SHOULD be performed locally.

The presentation of a biometric factor for authenticator activation SHALL be a separate operation from unlocking the host device (e.g., smartphone). However, the same activation factor used to unlock the host device MAY be used in the authentication operation. Agencies MAY lower this requirement for authenticators that are managed by or on behalf of the CSP (e.g., via mobile device management) and constrained to have short agency-determined inactivity timeouts and biometric systems that meet the above requirements.

If the comparison is performed centrally:

The sensor or endpoint SHALL be authenticated before capturing the biometric sample from the claimant. The verifier MAY limit the use of the centrally stored biometric template to particular sensors or sensor classes (e.g., sensor manufacturers or models).
Appropriate controls (e.g., encryption and access controls) for sensitive personal information SHALL be implemented.
An authenticated protected channel between the sensor (or an endpoint containing a sensor that resists sensor replacement) and the verifier SHALL be established. All transmission of biometric information SHALL be conducted over that authenticated protected channel.
3.2.3.4 Use of Biometric Samples

Biometric samples collected in the authentication process MAY be used locally within the authenticator or verifier performing the biometric comparison to update the templates for the purpose of compensating for changes in subscriber characteristics or — with explicit subscriber consent — other research purposes. The biometric samples and any other biometric data derived from them SHALL be erased immediately after any adaptation or research data has been derived. A limit on the allowable time for adaptation SHALL be established and enforced by the authenticator or the CSP.

1.1 Referenzen

1.2 Identifizierte Anforderungen

1.3 Zugehörige Regulierungen

2. Identifizierte Anforderungen

Anforderungen
Quelle Anforderung

3. Zugehörige Regulierungen

Regulierungen
Quelle Regulierung
  • NIST -

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