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INFOCOM
2009
IEEE
16 years 1 months ago
Detecting Spam Zombies by Monitoring Outgoing Messages
—Compromised machines are one of the key security threats on the Internet; they are often used to launch various security attacks such as DDoS, spamming, and identity theft. In t...
Zhenhai Duan, Peng Chen, Fernando Sanchez, Yingfei...
ML
2000
ACM
185views Machine Learning» more  ML 2000»
15 years 6 months ago
A Comparison of Prediction Accuracy, Complexity, and Training Time of Thirty-Three Old and New Classification Algorithms
Twenty-two decision tree, nine statistical, and two neural network algorithms are compared on thirty-two datasets in terms of classification accuracy, training time, and (in the ca...
Tjen-Sien Lim, Wei-Yin Loh, Yu-Shan Shih
PERCOM
2004
ACM
16 years 6 months ago
Patch Panel: Enabling Control-Flow Interoperability in Ubicomp Environments
Ubiquitous computing environments accrete slowly over time rather than springing into existence all at once. Mechanisms are needed for incremental integration-the problem of how t...
Rafael Ballagas, Andy Szybalski, Armando Fox
WSDM
2010
ACM
242views Data Mining» more  WSDM 2010»
16 years 4 months ago
Improving Ad Relevance in Sponsored Search
We describe a machine learning approach for predicting sponsored search ad relevance. Our baseline model incorporates basic features of text overlap and we then extend the model t...
Dustin Hillard, Stefan Schroedl, Eren Manavoglu, H...
ICWS
2009
IEEE
16 years 3 months ago
Deactivation of Unwelcomed Deep Web Extraction Services through Random Injection
Websites serve content both through Web Services as well as through user-viewable webpages. While the consumers of web-services are typically ‘machines’, webpages are meant fo...
Varun Bhagwan, Tyrone Grandison