pub enum QuantumAttackType {
FGSM {
epsilon: f64,
},
PGD {
epsilon: f64,
alpha: f64,
num_steps: usize,
},
ParameterShift {
shift_magnitude: f64,
target_parameters: Option<Vec<usize>>,
},
StatePerturbation {
perturbation_strength: f64,
basis: String,
},
CircuitManipulation {
gate_error_rate: f64,
coherence_time: f64,
},
UniversalPerturbation {
perturbation_budget: f64,
success_rate_threshold: f64,
},
}Expand description
Types of adversarial attacks for quantum models
Variants§
FGSM
Fast Gradient Sign Method adapted for quantum circuits
PGD
Projected Gradient Descent attack
ParameterShift
Quantum Parameter Shift attack
StatePerturbation
Quantum State Perturbation attack
CircuitManipulation
Quantum Circuit Manipulation attack
UniversalPerturbation
Universal Adversarial Perturbation for quantum inputs
Trait Implementations§
Source§impl Clone for QuantumAttackType
impl Clone for QuantumAttackType
Source§fn clone(&self) -> QuantumAttackType
fn clone(&self) -> QuantumAttackType
Returns a duplicate of the value. Read more
1.0.0 · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreAuto Trait Implementations§
impl Freeze for QuantumAttackType
impl RefUnwindSafe for QuantumAttackType
impl Send for QuantumAttackType
impl Sync for QuantumAttackType
impl Unpin for QuantumAttackType
impl UnwindSafe for QuantumAttackType
Blanket Implementations§
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> CloneToUninit for Twhere
T: Clone,
impl<T> CloneToUninit for Twhere
T: Clone,
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>
otherwise. Read moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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>
otherwise. Read moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.