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Luca Demetrio

Trust Under Siege: Label Spoofing Attacks against Machine Learning for Android Malware Detection

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Mar 14, 2025
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ModSec-Learn: Boosting ModSecurity with Machine Learning

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Jun 19, 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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SLIFER: Investigating Performance and Robustness of Malware Detection Pipelines

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May 23, 2024
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A New Formulation for Zeroth-Order Optimization of Adversarial EXEmples in Malware Detection

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May 23, 2024
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Certified Adversarial Robustness of Machine Learning-based Malware Detectors via (De)Randomized Smoothing

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May 01, 2024
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AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples

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Apr 30, 2024
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Living-off-The-Land Reverse-Shell Detection by Informed Data Augmentation

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Feb 28, 2024
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Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates

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Feb 27, 2024
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Raze to the Ground: Query-Efficient Adversarial HTML Attacks on Machine-Learning Phishing Webpage Detectors

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Oct 14, 2023
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