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feat: new instance-based attack for data leakage in SVM/kNN models #431

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feat: new instance-based attack for data leakage in SVM/kNN models #431

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7b963c0
feat: add instance-based model attack to detect training data leakage…
shamykyzer Mar 27, 2026
da9ed7d
style: pre-commit fixes
pre-commit-ci[bot] Mar 27, 2026
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2 changes: 2 additions & 0 deletions sacroml/attacks/factory.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,6 +5,7 @@
import yaml

from sacroml.attacks.attribute_attack import AttributeAttack
from sacroml.attacks.instance_based_attack import InstanceBasedAttack
from sacroml.attacks.likelihood_attack import LIRAAttack
from sacroml.attacks.structural_attack import StructuralAttack
from sacroml.attacks.target import Target
Expand All @@ -16,6 +17,7 @@

registry: dict = {
"attribute": AttributeAttack,
"instance_based": InstanceBasedAttack,
"lira": LIRAAttack,
"structural": StructuralAttack,
"worstcase": WorstCaseAttack,
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