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AttackSuccessAnalysis

trustformers_debug::simulation_tools::adversarial_analysis

Struct AttackSuccessAnalysis 

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pub struct AttackSuccessAnalysis {
    pub success_rate_by_method: HashMap<AdversarialMethod, f64>,
    pub overall_success_rate: f64,
    pub avg_perturbation_magnitude: f64,
    pub most_effective_methods: Vec<AdversarialMethod>,
    pub attack_difficulty: AttackDifficultyAnalysis,
}
Expand description

Analysis of attack success rates

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§success_rate_by_method: HashMap<AdversarialMethod, f64>

Success rate by attack method

§overall_success_rate: f64

Overall success rate

§avg_perturbation_magnitude: f64

Average perturbation magnitude

§most_effective_methods: Vec<AdversarialMethod>

Most effective attack methods

§attack_difficulty: AttackDifficultyAnalysis

Attack difficulty analysis

Trait Implementations§

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impl Clone for AttackSuccessAnalysis

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fn clone(&self) -> AttackSuccessAnalysis

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 AttackSuccessAnalysis

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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 AttackSuccessAnalysis

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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 AttackSuccessAnalysis

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