Skip to main content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Can deep learning save us and itself from the avalanche of threats in cyberspace?

Published

Author(s)

Apostol T. Vassilev

Abstract

I present a computationally efficient and accurate feedforward neural network for sentiment prediction capable of maintaining high transfer accuracy when coupled with an effective semantics model of the text. Experimental results show the advantages of the new approach. Applications to security validation programs are discussed.
Citation
Computer (IEEE Computer)
Volume
52
Issue
10

Keywords

Deep learning, Sentiment analysis, Natural Language Processing.
Created September 24, 2019, Updated January 7, 2020