The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
In this paper, we introduce a new classifier ensemble approach, applied to tissue segmentation in optical images of the uterine cervix. Ensemble methods combine the predictions of a set of diverse classifiers. The main contribution of our approach is an effective way of combination based on each classifier's performance level-namely, the sensitivity p and specificity q, which also produces an optimal...
DDoS attacks are major threats in current computer networks. However, DDoS attacks are difficult to be quickly detected. In this paper, we introduce a system that only extracts several important attributes from network traffic for DDoS attack detection in real computer networks. We collect a large set of DDoS attack traffic by implementing various DDoS attacks as well as normal data during normal...
Extracting attributes from network traffic is the first step of network intrusion detection. However, the question of what attributes are most effective for the detection still remains. In this paper, we employed information gain, wrapper with Bayesian networks (BN) and decision trees (C4.5) respectively to select key subsets of attributes for network intrusion detection based on KDD Cup 1999 data...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.