Category: Engineering and Technology

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 […]

NATURE-INSPIRED-CUCKOO OPTIMIZATION ALGORITHM

Artifical Intelligence Understanding of the Nature-Inspired-Cuckoo Optimization Algorithm Where and How it Apply in the Industrial Application? Every contemporary strong derived inversion imitates the finest characteristic of nature, particularly biological systems have developed over millions of years from natural selection. One of the most inspiring and a recent powerful evolutionary algorithm is Cuckoo Optimization Algorithm […]

Artificial Intelligence and Hot Topics in AI

Artificial Intelligence and Hot Topics in AI

Artificial Intelligence has been one of the interesting concepts for a long time. Yes, the idea of forming machines that think like humans has been doing the rounds since the 1950s. But now we are hearing more about AI. Artificial Intelligence research on these topics is hot at moment. Natural Language Processing How can Natural […]

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 […]

Artificial Intelligence (AI) in PhD Research: How AI Will Help us Decode the Human Immune System

The discovery of a vaccine for smallpox at the end of the 18th century started a revolution in the treatment of diseases that resulted in effective vaccines being developed against diseases like rabies, cholera, polio, etc. in the subsequent decades. The success of vaccinations in preventing and even successfully eradicating several deadly diseases improved the […]

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 […]