Class MembershipInferenceAttackScore

java.lang.Object
software.amazon.awssdk.services.cleanroomsml.model.MembershipInferenceAttackScore
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<MembershipInferenceAttackScore.Builder,MembershipInferenceAttackScore>
@Generated("software.amazon.awssdk:codegen") public final class MembershipInferenceAttackScore extends Object implements SdkPojo, Serializable, ToCopyableBuilder<MembershipInferenceAttackScore.Builder,MembershipInferenceAttackScore>

A score that measures the vulnerability of synthetic data to membership inference attacks and provides both the numerical score and the version of the attack methodology used for evaluation.

See Also:

  • Method Details

    • attackVersion

      public final MembershipInferenceAttackVersion attackVersion()

      The version of the membership inference attack, which consists of the attack type and its version number, used to generate this privacy score.

      If the service returns an enum value that is not available in the current SDK version, attackVersion will return MembershipInferenceAttackVersion.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from attackVersionAsString().

      Returns:
      The version of the membership inference attack, which consists of the attack type and its version number, used to generate this privacy score.
      See Also:

    • attackVersionAsString

      public final String attackVersionAsString()

      The version of the membership inference attack, which consists of the attack type and its version number, used to generate this privacy score.

      If the service returns an enum value that is not available in the current SDK version, attackVersion will return MembershipInferenceAttackVersion.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from attackVersionAsString().

      Returns:
      The version of the membership inference attack, which consists of the attack type and its version number, used to generate this privacy score.
      See Also:

    • score

      public final Double score()

      The numerical score representing the vulnerability to membership inference attacks.

      Returns:
      The numerical score representing the vulnerability to membership inference attacks.

    • toBuilder

      public MembershipInferenceAttackScore.Builder toBuilder()
      Description copied from interface: ToCopyableBuilder
      Take this object and create a builder that contains all of the current property values of this object.
      Specified by:
      toBuilder in interface ToCopyableBuilder<MembershipInferenceAttackScore.Builder,MembershipInferenceAttackScore>
      Returns:
      a builder for type T

    • builder

      public static MembershipInferenceAttackScore.Builder builder()

    • serializableBuilderClass

      public static Class<? extends MembershipInferenceAttackScore.Builder> serializableBuilderClass()

    • hashCode

      public final int hashCode()
      Overrides:
      hashCode in class Object

    • equals

      public final boolean equals(Object obj)
      Overrides:
      equals in class Object

    • equalsBySdkFields

      public final boolean equalsBySdkFields(Object obj)
      Description copied from interface: SdkPojo
      Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.

    • toString

      public final String toString()
      Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
      Overrides:
      toString in class Object

    • getValueForField

      public final <T> Optional<T> getValueForField(String fieldName, Class<T> clazz)

    • sdkFields

      public final List<SdkField<?>> sdkFields()
      Specified by:
      sdkFields in interface SdkPojo
      Returns:
      List of SdkField in this POJO. May be empty list but should never be null.

    • sdkFieldNameToField

      public final Map<String,SdkField<?>> sdkFieldNameToField()
      Specified by:
      sdkFieldNameToField in interface SdkPojo
      Returns:
      The mapping between the field name and its corresponding field.