On the Robustness of Domain Constraints

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On the Robustness of Domain Constraints

18 May 2021

Patrick McDaniel

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Papers citing "On the Robustness of Domain Constraints"

6 / 6 papers shown

Title
Insights on Adversarial Attacks for Tabular Machine Learning via a Systematic Literature Review Salijona Dyrmishi Mohamed Djilani Thibault Simonetto Salah Ghamizi Maxime Cordy AAML LMTD 34 0 0 18 Jun 2025
CaFA: Cost-aware, Feasible Attacks With Database Constraints Against Neural Tabular Classifiers Matan Ben-Tov Daniel Deutch Nave Frost Mahmood Sharif AAML 215 1 0 20 Jan 2025
"Real Attackers Don't Compute Gradients": Bridging the Gap Between Adversarial ML Research and Practice Giovanni Apruzzese Hyrum S. Anderson Savino Dambra D. Freeman Fabio Pierazzi Kevin A. Roundy AAML 101 81 0 29 Dec 2022
On The Empirical Effectiveness of Unrealistic Adversarial Hardening Against Realistic Adversarial Attacks Salijona Dyrmishi Salah Ghamizi Thibault Simonetto Yves Le Traon Maxime Cordy AAML 84 20 0 07 Feb 2022
SoK: Machine Learning Governance Varun Chandrasekaran Hengrui Jia Anvith Thudi Adelin Travers Mohammad Yaghini Nicolas Papernot 137 16 0 20 Sep 2021
Domain Knowledge Alleviates Adversarial Attacks in Multi-Label Classifiers S. Melacci Gabriele Ciravegna Angelo Sotgiu Ambra Demontis Battista Biggio Marco Gori Fabio Roli 86 15 0 06 Jun 2020