Enum InputPreprocessing

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pub enum InputPreprocessing {
    GaussianNoise {
        std_dev: f64,
    },
    PixelDropping {
        drop_probability: f64,
    },
    JPEGCompression {
        quality: f64,
    },
    BitDepthReduction {
        bits: usize,
    },
    SpatialSmoothing {
        kernel_size: usize,
    },
    TotalVariationMinimization {
        lambda: f64,
    },
}

Expand description

Input preprocessing methods for defense

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GaussianNoise

Gaussian noise injection

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§std_dev: f64

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PixelDropping

Pixel dropping

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§drop_probability: f64

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JPEGCompression

JPEG compression

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§quality: f64

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BitDepthReduction

Bit depth reduction

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§bits: usize

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SpatialSmoothing

Spatial smoothing

Fields

§kernel_size: usize

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TotalVariationMinimization

Total variation minimization

Fields

§lambda: f64

Trait Implementations§

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impl Clone for InputPreprocessing

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fn clone(&self) -> InputPreprocessing

Returns a duplicate of the value. Read more

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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for InputPreprocessing

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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impl PartialEq for InputPreprocessing

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fn eq(&self, other: &InputPreprocessing) -> bool

Tests for self and other values to be equal, and is used by ==.

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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

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impl StructuralPartialEq for InputPreprocessing

Auto Trait Implementations§

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impl UnwindSafe for InputPreprocessing

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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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 more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

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 more

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