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AdversarialRobustnessAssessment

trustformers_debug::simulation_tools::adversarial_analysis

Struct AdversarialRobustnessAssessment 

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pub struct AdversarialRobustnessAssessment {
    pub robustness_score: f64,
    pub robustness_by_attack: HashMap<AdversarialMethod, f64>,
    pub vulnerability_hotspots: Vec<VulnerabilityHotspot>,
    pub certified_robustness: CertifiedRobustnessAnalysis,
}
Expand description

Assessment of adversarial robustness

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§robustness_score: f64

Overall robustness score

§robustness_by_attack: HashMap<AdversarialMethod, f64>

Robustness by attack type

§vulnerability_hotspots: Vec<VulnerabilityHotspot>

Vulnerability hotspots

§certified_robustness: CertifiedRobustnessAnalysis

Certified robustness analysis

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impl Clone for AdversarialRobustnessAssessment

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fn clone(&self) -> AdversarialRobustnessAssessment

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 AdversarialRobustnessAssessment

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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<'de> Deserialize<'de> for AdversarialRobustnessAssessment

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for AdversarialRobustnessAssessment

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

Serialize this value into the given Serde serializer. Read more

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

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