Category: Our Subjects

A Critical Review On Adversarial Attacks On Intrusion Detection Systems

Engineering & Technology A critical review on Adversarial Attacks on Intrusion Detection Systems September 27, 2019 In Brief Deep Learning is a major leap forward in terms of technology, however they are easily susceptible to Adversarial attacks Adversarial attacks are a major problem to Intrusion Detection Systems since they are difficult to implement. It is […]

Recent Challenges in Artificial Intelligence – Adversarial Attacks

Artifical Intelligence Recent Challenges in Artificial Intelligence – Adversarial Attacks September 19, 2019 In Brief Computer science in Artificial Intelligence is a recent trend in machine learning and it is a major leap forward in terms of technology In spite of novel effective algorithms, IDS models are ineffective against adversarial attacks. There is a need […]

Blockchain Technology And Its Potential Applications: Future Research Potential

Blockchain Remember the classic ‘snake’ game in the cell phones of the 2000s (or even in YouTube of the slow internet era)? Remember how the snake increases one unit in size for every point it takes? Now consider, that the increase is a record of information, that is secure and can’t be modified and that […]

Most Important Big Data Analytical Tools For Researchers

Big data analytics is the process used for interpreting large data which includes market trends, hidden patterns, customer requirements and other details which deems useful for organizations to make clear business decisions. The term used for the collection of large data sets that are very huge and complex is called big data. This type of […]

Five Trending Financial Services Research Topics To Watch In 2019

The best advice and best service in financial services happens in real-time and is based on customer behavior, using principles of Big Data, mobility, and gamification. – Brett King Financial services is one industry that digitalization has taken by a storm. Money is no more in the form of paper, and banks have changed their […]

Building An Effective Machine Learning Algorithms For Intrusion Detection Systems (IDS): How To Best Select The Dataset And Sizes For Building IDS Models

Engineering & Technology Cloud computing  Building an Effective Machine Learning Algorithms for Intrusion Detection Systems (IDS): How to Best Select the dataset and sizes for building IDS Models RESEARCH REPORT View Full Report In Brief The size of the IDS dataset is a major factor in the performance of machine learning (ML) applications. The amount […]