LSTM Network

Anil Kumar, Abhay Bhatia, A.K. Kashyap, Manish Kumar

2023Advances in social networking and online communities book series12 citationsDOI

Abstract

The world wide web (WWW) is an advanced system with an unmatched amount of digital data. Today's internet usage is accessible through common search engines like Google and Yahoo. Cybercriminals have become more assertive on social media. As a result, numerous commercial and trade websites are hacked, leading to forced trafficking of women and children as well as a number of other cybercrimes. Due to this, it is important to identify social media crimes as soon as possible in order to avoid them. To do this, a machine learning technique to detect crimes early must be proposed. Long short-term memory networks are a type of recurrent neural network that can pick up order dependency in problems involving prediction of sequence.

Topics & Concepts

Long short term memoryComputer scienceThe InternetDependency (UML)Order (exchange)Computer securitySocial mediaWorld Wide WebNetwork mediaCybercrimeArtificial neural networkInternet privacyArtificial intelligenceRecurrent neural networkComputer networkBusinessFinanceAdvanced Malware Detection TechniquesNetwork Security and Intrusion DetectionAnomaly Detection Techniques and Applications