3 papers
cs.LG2020
Deep Learning based Frameworks for Handling Imbalance in DGA, Email, and URL Data Analysis
Simran K, Prathiksha Balakrishna, Vinayakumar Ravi +1
Deep learning is a state of the art method for a lot of applications. The main issue is that most of the real-time data is highly imbalanced in nature. In order to avoid bias in tr…
cs.CL2020
Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream
Simran K, Prathiksha Balakrishna, Vinayakumar R +1
In recent days, the amount of Cyber Security text data shared via social media resources mainly Twitter has increased. An accurate analysis of this data can help to develop cyber t…
cs.CL2020
Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security
Simran K, Sriram S, Vinayakumar R +1
In recent years, the amount of Cyber Security data generated in the form of unstructured texts, for example, social media resources, blogs, articles, and so on has exceptionally in…