Struct RobustnessConfig 

pub struct RobustnessConfig {
    pub gradient_clipping: bool,
    pub max_gradient_norm: f32,
    pub outlier_detection: bool,
    pub outlier_threshold: f32,
    pub smooth_aggregation: bool,
    pub smoothing_factor: f32,
    pub adversarial_training: bool,
    pub perturbation_budget: f32,
    pub adversarial_steps: usize,
}

Configuration for robust optimization

Fields

gradient_clipping: bool

Enable gradient clipping for stability

max_gradient_norm: f32

Maximum gradient norm for clipping

outlier_detection: bool

Enable outlier detection and filtering

outlier_threshold: f32

Z-score threshold for outlier detection

smooth_aggregation: bool

Enable smooth gradient aggregation

smoothing_factor: f32

Smoothing factor for gradient aggregation

adversarial_training: bool

Enable adversarial training support

perturbation_budget: f32

Perturbation budget for adversarial examples

adversarial_steps: usize

Number of adversarial steps

Trait Implementations

impl Clone for RobustnessConfig

fn clone(&self) -> RobustnessConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for RobustnessConfig

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

Formats the value using the given formatter.

impl Default for RobustnessConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for RobustnessConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for RobustnessConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.