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05/25/2022
VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection
This paper presents VulBERTa, a deep learning approach to detect securit...
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12/20/2021
Certified Federated Adversarial Training
In federated learning (FL), robust aggregation schemes have been develop...
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12/16/2020
A Hybrid Graph Neural Network Approach for Detecting PHP Vulnerabilities
This paper presents DeepTective, a deep learning approach to detect vuln...
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11/08/2019
Intrusion Detection for Industrial Control Systems: Evaluation Analysis and Adversarial Attacks
Neural networks are increasingly used in security applications for intru...
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10/09/2019