Download Kaspersky Lab Whitepaper Machine Learning PDF Free - Full Version
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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: | |
Price: | FREE |
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