Deep Learning in Textual Low-Data Regimes for Cybersecurity (eBook, PDF)
Markus Bayer
eBook, PDF

Deep Learning in Textual Low-Data Regimes for Cybersecurity (eBook, PDF)

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In today's fast-paced cybersecurity landscape, professionals are increasingly challenged by the vast volumes of cyber threat data, making it difficult to identify and mitigate threats effectively. Traditional clustering methods help in broadly categorizing threats but fall short when it comes to the fine-grained analysis necessary for precise threat management. Supervised machine learning offers a potential solution, but the rapidly changing nature of cyber threats renders static models ineffective and the creation of new models too labor-intensive. This book addresses these challenges by intr...

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