Add custom inference model #51
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Successor of #48 implementing custom ML models as inference attack algorithms. |
MatteoGiomi
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Dec 4, 2025
MatteoGiomi
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Thanks a lot @itrajanovska for this contribution, looks very good now. This feature still needs to be documented, but as discussed afk, better do it in a dedicated PR.
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Thank you for your feedback @MatteoGiomi , I will merge this PR and will address the remaining comments in a separate PR. |
…ator.py; Compute risks for every group within the target column; Add an example notebook.
Create class wrappers for a KNN and the ml model; Update example inference_custom_model_example.ipynb.
Add Inference model wrappers extending InferencePredictor in inference_predictor.py; Support different number of attacks; Add tests.
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MatteoGiomi
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Dec 9, 2025
MatteoGiomi
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thanks for addressing my comments!
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Add a custom inference model in the inference_evaluator.py;
Add Inference model wrappers extending InferencePredictor in inference_predictor.py;
Support different number of attacks;
Add tests.