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Antonio Emanuele Cinà

Sonic: Fast and Transferable Data Poisoning on Clustering Algorithms

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Aug 14, 2024
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Understanding XAI Through the Philosopher's Lens: A Historical Perspective

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Jul 26, 2024
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Over-parameterization and Adversarial Robustness in Neural Networks: An Overview and Empirical Analysis

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Jun 14, 2024
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AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples

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Apr 30, 2024
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$σ$-zero: Gradient-based Optimization of $\ell_0$-norm Adversarial Examples

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Feb 02, 2024
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Hardening RGB-D Object Recognition Systems against Adversarial Patch Attacks

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Sep 13, 2023
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Minimizing Energy Consumption of Deep Learning Models by Energy-Aware Training

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Jul 01, 2023
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On the Limitations of Model Stealing with Uncertainty Quantification Models

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May 09, 2023
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Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning

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May 04, 2022
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Machine Learning Security against Data Poisoning: Are We There Yet?

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Apr 12, 2022
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