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Sergio Maffeis

KnowML: Improving Generalization of ML-NIDS with Attack Knowledge Graphs

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Jun 24, 2025
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Detecting APT Malware Command and Control over HTTP(S) Using Contextual Summaries

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Feb 07, 2025
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APIRL: Deep Reinforcement Learning for REST API Fuzzing

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Dec 20, 2024
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Helping LLMs Improve Code Generation Using Feedback from Testing and Static Analysis

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Dec 19, 2024
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HarmLevelBench: Evaluating Harm-Level Compliance and the Impact of Quantization on Model Alignment

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Nov 11, 2024
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Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation

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Jan 18, 2024
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Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience

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Jan 07, 2024
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VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection

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May 25, 2022
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Certified Federated Adversarial Training

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Dec 20, 2021
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A Hybrid Graph Neural Network Approach for Detecting PHP Vulnerabilities

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Dec 16, 2020
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