Search Results - Kulynych, Bogdan

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  1. 1
    Disparate Vulnerability to Membership Inference Attacks

    Disparate Vulnerability to Membership Inference Attacks by Kulynych, Bogdan, Yaghini, Mohammad, Cherubin, Giovanni, Veale, Michael, Troncoso, Carmela

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  2. 2
    Arbitrary Decisions are a Hidden Cost of Differentially Private Training

    Arbitrary Decisions are a Hidden Cost of Differentially Private Training by Kulynych, Bogdan, Hsu, Hsiang, Troncoso, Carmela, Calmon, Flavio P

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  3. 3
    Adversarial Robustness for Tabular Data through Cost and Utility Awareness

    Adversarial Robustness for Tabular Data through Cost and Utility Awareness by Kireev, Klim, Kulynych, Bogdan, Troncoso, Carmela

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  4. 4
    Prediction without Preclusion: Recourse Verification with Reachable Sets

    Prediction without Preclusion: Recourse Verification with Reachable Sets by Kothari, Avni, Kulynych, Bogdan, Tsui-Wei, Weng, Berk Ustun

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  5. 5
    POTs: Protective Optimization Technologies

    POTs: Protective Optimization Technologies by Kulynych, Bogdan, Overdorf, Rebekah, Troncoso, Carmela, Gürses, Seda

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  6. 6
    Exploring Data Pipelines through the Process Lens: a Reference Model forComputer Vision

    Exploring Data Pipelines through the Process Lens: a Reference Model forComputer Vision by Balayn, Agathe, Kulynych, Bogdan, Guerses, Seda

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  7. 7
    Attack-Aware Noise Calibration for Differential Privacy

    Attack-Aware Noise Calibration for Differential Privacy by Kulynych, Bogdan, Juan Felipe Gomez, Kaissis, Georgios, Flavio du Pin Calmon, Troncoso, Carmela

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  8. 8
    Feature importance scores and lossless feature pruning using Banzhaf power indices

    Feature importance scores and lossless feature pruning using Banzhaf power indices by Kulynych, Bogdan, Troncoso, Carmela

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  9. 9
    The Fundamental Limits of Least-Privilege Learning

    The Fundamental Limits of Least-Privilege Learning by Stadler, Theresa, Kulynych, Bogdan, Gastpar, Michael C, Papernot, Nicolas, Troncoso, Carmela

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  10. 10
    ClaimChain: Improving the Security and Privacy of In-band Key Distribution for Messaging

    ClaimChain: Improving the Security and Privacy of In-band Key Distribution for Messaging by Kulynych, Bogdan, Lueks, Wouter, Isaakidis, Marios, Danezis, George, Troncoso, Carmela

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  11. 11
    zksk: A Library for Composable Zero-Knowledge Proofs

    zksk: A Library for Composable Zero-Knowledge Proofs by Lueks, Wouter, Kulynych, Bogdan, Fasquelle, Jules, Simon Le Bail-Collet, Troncoso, Carmela

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  12. 12
    Disparate Vulnerability to Membership Inference Attacks

    Disparate Vulnerability to Membership Inference Attacks by Kulynych, Bogdan, Yaghini, Mohammad, Cherubin, Giovanni, Veale, Michael, Troncoso, Carmela

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  13. 13
    Adversarial for Good? How the Adversarial ML Community's Values Impede Socially Beneficial Uses of Attacks

    Adversarial for Good? How the Adversarial ML Community's Values Impede Socially Beneficial Uses of Attacks by Albert, Kendra, Delano, Maggie, Kulynych, Bogdan, Ram Shankar Siva Kumar

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  14. 14
    What You See is What You Get: Principled Deep Learning via Distributional Generalization

    What You See is What You Get: Principled Deep Learning via Distributional Generalization by Kulynych, Bogdan, Yao-Yuan, Yang, Yu, Yaodong, Błasiok, Jarosław, Nakkiran, Preetum

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  15. 15
    Evading classifiers in discrete domains with provable optimality guarantees

    Evading classifiers in discrete domains with provable optimality guarantees by Kulynych, Bogdan, Hayes, Jamie, Samarin, Nikita, Troncoso, Carmela

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  16. 16
    Questioning the assumptions behind fairness solutions

    Questioning the assumptions behind fairness solutions by Overdorf, Rebekah, Kulynych, Bogdan, Balsa, Ero, Troncoso, Carmela, Gürses, Seda

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