Sentence examples for performance of intrusion from inspiring English sources

The modified K-means is used to build new small training datasets representing the entire original training dataset, significantly reduce the training time of classifiers, and improve the performance of intrusion detection system.

However, the use of intrusion detection system encounters two major drawbacks: higher false alarm rate and lower detection rate; these limit the detection performance of intrusion detection system.

This demonstrated the fact that dimension reduction could improve the generalization performance of intrusion detection and make the detection much more time efficient.

This approach uses cluster centers and their nearest neighbors to yield a one-dimensional feature and can effectively improve the performance of an intrusion detection system.

Any deviation of the usual behaviour of one of these entities is therefore perceived, which greatly improves the performance of the Intrusion Detection System, in particular using deep learning [83, 84] and distance-based [85, 86] approaches.

From the study of measuring the performance of detecting intrusions among NB, rTree, and rForest, they identified that rForest is superior to others with maintaining low false alarm rate.

In this article, we study the performance of anomaly-based intrusion detection.

The performance of the composite intrusion detection system (IDS) was higher than the individual IDS performance when the false positive rate at the extreme right had a high value of 0.006.

In future work, we plan to conduct an extensive study to determine the effectiveness of machine-learning based solutions for network intrusion detection, focusing on performance of real-time cloud-based intrusion detection techniques, swifter and more effective training, and in-depth comparisons of existing network intrusion detection solutions.

Impacts on marine ecosystems were varied and significant including an outbreak of Pacific Oyster Mortality Syndrome in Pacific oysters, mortality of blacklip abalone, poor performance of salmon aquaculture and intrusions by fish normally seen in warmer, more northerly waters.

It's the kind of intrusion that can derail a performance, but Burgers accommodates it with delicacy and skill.