Security is an important aspect in our daily life. Intrusion Detection Systems (IDS) are developed to be the defense against security threats. Current signature based IDS like firewalls and antiviruses, which rely on labeled training data, generally cannot detect novel attacks. The purpose of this study is to improve the performance of IDS in terms of detection accuracy and reduce False Alarm Rate (FAR). Clustering is an important task in data mining that is used in IDS applications to detect novel attacks. Clustering refers to grouping together data objects so that objects within a cluster are similar to one another, while objects in different clusters are dissimilar. K-Means is a simple and efficient algorithm that is widely used for data...
Intrusion detection system (IDS) is becoming a vital component to secure the network. A successful i...
In spite of growing information system widely, security has remained one hard-hitting area for compu...
Intrusion detection systems (IDSs) are one of the promising tools for protecting data and networks; ...
Security is an important aspect in our daily life. Intrusion Detection Systems (IDS) are developed t...
Intrusion Detection System (IDS) is an active defense technology. Many clustering algorithms are use...
Internet is the biggest platform for people all over the world to connect with each other, and to se...
This project was carried out to use the Gravitational Search Algorithm for feature selection in IDS ...
Intrusion detection continues to be an active research field. Even after 20 years of research, the i...
AbstractA common problem shared by current IDS is the high false positives and low detection rate. A...
Intrusion Detection System (IDS) plays an effective way to achieve higher security in detecting mali...
Abstract- The traditional Intrusion detection systems have been used long time ago, namely Anomaly-...
Intrusion Detection Systems (IDS) have become an important building block of any sound defense netwo...
Anomaly-based Intrusion Detection System (IDS) uses known baseline to detect patterns which have dev...
AbstractA common problem shared by current IDS is the high false positives and low detection rate. A...
AbstractWith the tremendous growth of the usage of computers over network and development in applica...
Intrusion detection system (IDS) is becoming a vital component to secure the network. A successful i...
In spite of growing information system widely, security has remained one hard-hitting area for compu...
Intrusion detection systems (IDSs) are one of the promising tools for protecting data and networks; ...
Security is an important aspect in our daily life. Intrusion Detection Systems (IDS) are developed t...
Intrusion Detection System (IDS) is an active defense technology. Many clustering algorithms are use...
Internet is the biggest platform for people all over the world to connect with each other, and to se...
This project was carried out to use the Gravitational Search Algorithm for feature selection in IDS ...
Intrusion detection continues to be an active research field. Even after 20 years of research, the i...
AbstractA common problem shared by current IDS is the high false positives and low detection rate. A...
Intrusion Detection System (IDS) plays an effective way to achieve higher security in detecting mali...
Abstract- The traditional Intrusion detection systems have been used long time ago, namely Anomaly-...
Intrusion Detection Systems (IDS) have become an important building block of any sound defense netwo...
Anomaly-based Intrusion Detection System (IDS) uses known baseline to detect patterns which have dev...
AbstractA common problem shared by current IDS is the high false positives and low detection rate. A...
AbstractWith the tremendous growth of the usage of computers over network and development in applica...
Intrusion detection system (IDS) is becoming a vital component to secure the network. A successful i...
In spite of growing information system widely, security has remained one hard-hitting area for compu...
Intrusion detection systems (IDSs) are one of the promising tools for protecting data and networks; ...