22 search results - page 1 / 5 » Online Anomaly Detection under Adversarial Impact |
JMLR
2010
13 years 2 months ago
2010
Security analysis of learning algorithms is gaining increasing importance, especially since they have become target of deliberate obstruction in certain applications. Some securit...
CCS
2009
ACM
14 years 2 months ago
2009
ACM
We propose a framework for quantitative security analysis of machine learning methods. Key issus of this framework are a formal specification of the deployed learning model and a...
DSN
2008
IEEE
14 years 2 months ago
2008
IEEE
: Automated tools for understanding application behavior and its changes during the application life-cycle are essential for many performance analysis and debugging tasks. Applicat...
IFIPTM
2010
13 years 6 months ago
2010
Ranking systems such as those in product review sites and recommender systems usually use ratings to rank favorite items based on both their quality and popularity. Since higher ra...
ISBI
2008
IEEE
14 years 8 months ago
2008
IEEE
This paper presents an automated, online approach to anomaly detection in high-content screening assays for pharmaceutical research. Online detection of anomalies is attractive be...