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09/07/2023
ProvG-Searcher: A Graph Representation Learning Approach for Efficient Provenance Graph Search
We present ProvG-Searcher, a novel approach for detecting known APT beha...
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11/29/2022
A3T: Accuracy Aware Adversarial Training
Adversarial training has been empirically shown to be more prone to over...
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11/10/2022
Impact of Adversarial Training on Robustness and Generalizability of Language Models
Adversarial training is widely acknowledged as the most effective defens...
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06/12/2022
Exploration of Enterprise Server Data to Assess Ease of Modeling System Behavior
Enterprise networks are one of the major targets for cyber attacks due t...
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01/09/2022
Camera-Model Identification Using Encoding and Container Characteristics of Video Files
We introduce a new method for camera-model identification. Our approach ...
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04/29/2021
Automatic Generation of H.264 Parameter Sets to Recover Video File Fragments
We address the problem of decoding video file fragments when the necessa...
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08/18/2020