Maya Anderson
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c71f8f6e2f
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Fix references in README
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-19 15:24:54 +02:00 |
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Maya Anderson
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89bc9f0989
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Return a more specific class in calculate_privacy_score(). Add more type hints and comments. Make method static.
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-19 15:24:54 +02:00 |
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Maya Anderson
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4c7cad86df
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Fix README references, and those in other comments
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-19 10:34:56 +02:00 |
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Maya Anderson
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d77cdf0da3
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Add README
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-17 11:46:05 +02:00 |
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Maya Anderson
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39dc8026e6
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Rename attack reference from mgr to attack
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-17 11:46:05 +02:00 |
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Maya Anderson
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80bec0c45b
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Add a risk score to the base class DatasetAttackScore, so that every implementation could set it based on its specific values.
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-17 11:46:05 +02:00 |
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Maya Anderson
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8a4df5a4a2
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Additional review comments - moved result to score base class
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-13 00:30:18 +02:00 |
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Maya Anderson
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4988fea08c
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Rename DatasetAttackPerRecordKnnProbabilities => DatasetAttackMembershipKnnProbabilities
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-09 23:17:37 +02:00 |
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Maya Anderson
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a122976807
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Address review comments - make dataset_name optional, fix filename. Fix score serialization - don't serialize the result.
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-09 22:49:57 +02:00 |
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Maya Anderson
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3ae64054f8
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Unite the interface so that the main method assess_privacy always returns a score, but the score may also contain an attack result, which can be further analyzed
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-08 15:15:00 +02:00 |
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Maya Anderson
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69a9a8fa2b
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Rename and move knn_learner in attack strategy utils for readability according to review
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-08 10:31:09 +02:00 |
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Maya Anderson
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185d9b9664
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Fix share calculation, and find only 1 KNN per sample for it
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-08 00:27:16 +02:00 |
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Maya Anderson
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e5f6089b23
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Rename gan_leaks=>per_record_knn_probabilities and holdout=>whole_dataset_knn_distance
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-08 00:27:16 +02:00 |
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Maya Anderson
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e7e725ea80
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Address review comments:
extract common code, add comments, change ellipsis to pass
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-08 00:27:16 +02:00 |
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Maya Anderson
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3f9271b225
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Add Dataset assessment module
Signed-off-by: Maya Anderson <mayaa@il.ibm.com>
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2023-03-06 10:01:45 +02:00 |
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