[PDF] Top 20 Contributions on detection and classification of internet traffic anomalies

... effectiveness of NADA was validated in two ways, both with promising ...signatures of network anomalies were compared with the real signatures obtained with the execution of NADA, over real ... Voir le document complet

... benign traffic has a similar appearance to malicious ...Anomaly Classification. Due to the huge volume of traffic data it is not feasible in general, nor here (almost 20,000 sketches were col- ... Voir le document complet

... intrusion detection method using a multivariate statistical technique based on principal component analysis (PCA) to detect new anoma- ...day and most of the current intrusion detection ... Voir le document complet

... consists of five IP packet header fields: IP address and port number for source and destination, and IP protocol carried (TCP, UDP or ...flows. traffic, which precludes the use ... Voir le document complet

... accuracy of the detector, we run both implementations over the sampled ...curve of the ...curve of an ideal detector that should detect all anomalies while producing an increasing number ... Voir le document complet

... Abstract—Quality of Service (QoS) management in IP net- works today relies on static configuration of classes of service definitions and related forwarding ...dynamic classification ... Voir le document complet

... set of nodes and E is the set of links interconnecting ...parts of the paper, we express links using the nodes that they ...i and j is denoted as (i, j). Let P be the set of ... Voir le document complet

... control of a Cambridge Research Systems (CRS) VSG/2 color graph- ics card that provides 12 bits of resolution for each phosphor of the 800 × 600 pixel ...rate of 100 Hz, ... Voir le document complet

... goal of traffic engineering is to reduce the blocking probability, ensuring that a maximal number of requests is accepted in the network; hence it maximizes operator revenues and enhances ... Voir le document complet

... ML-based traffic classification In [8], two feature selection methods have been used for traffic classification followed by six supervised learning methods (Naive Bayes, Bayes Net, Random ... Voir le document complet

... NY and at Bell Labs, Murray Hill, NJ, USA. gories with the power of Compressive Sensing (CS) by tak- ing advantage of the inherent sparsity of the data, combined with a Kalman filter, as a ... Voir le document complet

... attention of consumers: There is growing literature in behavioral economics to suggest that consumer attention is a scare resource, and the format and method of presentation of ... Voir le document complet

... scene classification and audio ...formatting and bugs in the submitted code, which are all avoided by requiring submission of system output ...number of submissions for DCASE 2016, ... Voir le document complet

... picture and media protocols limit the access to Android system ...protocol and media transfer protocol) allow an application running in the computer and requesting connection to the Android device to ... Voir le document complet

... problem and brief literature review. As detailed above, if traded puts and calls at a given maturity τ are arbitrage free, they must write as their expected discounted payoff with respect to a single RND q ... Voir le document complet

... faults and particularly at an unbalanced power supply and noisy condition, the diagnosis of the inter-turn short circuit becomes more ...fault detection performance leads to the appearance ... Voir le document complet

... scene classification, acoustic event detection ...speech and audio processing community in code dissemination and reproducibility of results as a means to improve the quality and ... Voir le document complet

... camera and sensors were not synchro- nised, the delay between the frame-based manual an- notations and the acceleration had to be ...position of the red light on the image therefore gave the position ... Voir le document complet

... video traffic: Inferring QoE related metrics from encrypted traffic of video streaming is a topic of interest in the research community due to the ever growing increase in encrypted video ... Voir le document complet

... In practice, we want our multiple hypothesis testing system to lock onto the correct model as fast as possible, i.e., we wish to achieve the detection and classificati[r] ... Voir le document complet