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Kaspersky Lab Whitepaper Machine Learning PDF

15 Pages·2021·English
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by ['Jimmy']| 2021| 15 pages| English

About Kaspersky Lab Whitepaper Machine Learning

Machine learning, specifically supervised learning, can be used for effective malware detection. Supervised learning involves training a model on labeled data, then applying the trained model to make predictions on new unlabeled data. For malware detection, the training data would contain features of files and their labels as malware or benign. The goal is to train a model that can accurately predict the labels of new unseen files. Key aspects in applying machine learning for malware detection include using large representative datasets, ensuring the model is interpretable and has extremely low false positive rates, and allowing quick adaptation to new malware.

Detailed Information

Author:['Jimmy']
Publication Year:2021
Pages:15
Language:English
Format:PDF
Price:FREE
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Most books are stored in the elastic cloud where traffic is expensive. For this reason, we have a limit on daily download.