pub struct AdversarialAttackGenerator { /* private fields */ }Expand description
Adversarial attack generator for robustness testing
Implementations§
Source§impl AdversarialAttackGenerator
impl AdversarialAttackGenerator
pub fn new(attack_budget: f32) -> Self
Sourcepub async fn test_robustness<M: EmbeddingModel>(
&self,
model: &M,
test_data: &[(String, String, f32)],
) -> Result<AdversarialResults>
pub async fn test_robustness<M: EmbeddingModel>( &self, model: &M, test_data: &[(String, String, f32)], ) -> Result<AdversarialResults>
Generate adversarial examples and test robustness
Auto Trait Implementations§
impl Freeze for AdversarialAttackGenerator
impl RefUnwindSafe for AdversarialAttackGenerator
impl Send for AdversarialAttackGenerator
impl Sync for AdversarialAttackGenerator
impl Unpin for AdversarialAttackGenerator
impl UnsafeUnpin for AdversarialAttackGenerator
impl UnwindSafe for AdversarialAttackGenerator
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Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
Source§impl<T> Instrument for T
impl<T> Instrument for T
Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
Source§impl<T> IntoEither for T
impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left is true.
Converts self into a Right variant of Either<Self, Self>
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
self into a Left variant of Either<Self, Self>
if into_left(&self) returns true.
Converts self into a Right variant of Either<Self, Self>
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Source§impl<T> PolicyExt for Twhere
T: ?Sized,
impl<T> PolicyExt for Twhere
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Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
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fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
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fn is_in_subset(&self) -> bool
Checks if
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fn to_subset_unchecked(&self) -> SS
Use with care! Same as
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.