Abstract. Traffic anomalies are characterized by unusual and significant changes in a network traffic behavior. They can be malicious or unintentional. Malicious traffic anomalies can be caused by attacks, abusive network usage and worms or virus propagations. However unintentional ones can be caused by failures, flash crowds or router misconfigurations. In this paper, we present an anomaly detection system derived from the anomaly detection schema presented by Mei-Ling Shyu in [12] and based on periodic SNMP data collection. We have evaluated this system against some common attacks and found that some (Smurf, Sync flood) are better detected than others (Scan). Then we have made use of this system in order to detect traffic anomalies in the Tunisian National University Network (TNUN). For this, we have collected network traffic traces from the Management Information Base MIB of the central firewall of the TNUN network. After that, we calculated the interanomaly times distribution and the anomaly durations distribution. We showed that anomalies were prevalent in the TNUN network and that most anomalies lasted less than five minutes.
Cystic echinococcosis is a public health problem. Surgery represents the basic treatment and the surgeon is regularly faced with the choice of the appropriate surgical procedure (radical versus conservative surgical approach). The conservative procedure is safe and easy but can lead to a recurrence in the site of residual cavity. The aim of this study was to evaluate the predictive factors of the recurrence of hepatic hydatid cysts, to optimize surgical management and to implement preventive measures. The current retrospective study included 391 patients with hepatic hydatid cysts operated at our institution from 1996 to 2006. The diagnosis of recurrence was suspected by radiological survey and confirmed at laparotomy. The univariate study of predictive factors of recurrence was based on the Fisher test and the multivariate one on the logistic regression model. The recurrence rate reached 12% in our study with an average period of 50 months. Univariate analysis showed that the predictive factors of recurrence were: the rural origin of patients, the voluminous cysts larger than 7 cm, and unilocular hydatid cyst. Multivariate analysis showed that only voluminous cysts and unilocular ones were the predictive factors of recurrence. The unilocular and voluminous hydatid cysts represent the cysts that relapse frequently because of their immunogenic character and the presence of exocysts in the pericysts. This is very important for the therapeutic strategy the main aim of which is to prevent the recurrence.
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