The rectified Gaussian distribution
NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
A framework for constructing features and models for intrusion detection systems
ACM Transactions on Information and System Security (TISSEC)
Computer Intrusion Detection and Network Monitoring: A Statistical Viewpoint
Computer Intrusion Detection and Network Monitoring: A Statistical Viewpoint
Unsupervised learning techniques for an intrusion detection system
Proceedings of the 2004 ACM symposium on Applied computing
Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit
Data Mining and Knowledge Discovery
Scatter (and other) plots for visualizing user profiling data and network traffic
Proceedings of the 2004 ACM workshop on Visualization and data mining for computer security
Operational experiences with high-volume network intrusion detection
Proceedings of the 11th ACM conference on Computer and communications security
Snort - Lightweight Intrusion Detection for Networks
LISA '99 Proceedings of the 13th USENIX conference on System administration
Complexity Pursuit: Separating Interesting Components from Time Series
Neural Computation
A Projection Pursuit Algorithm for Exploratory Data Analysis
IEEE Transactions on Computers
Detecting compounded anomalous SNMP situations using cooperative unsupervised pattern recognition
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
Interactive visualization for network and port scan detection
RAID'05 Proceedings of the 8th international conference on Recent Advances in Intrusion Detection
Mobile analytics for emergency response and training
Information Visualization - Special issue on visual analytics science and technology
IDS Based on Bio-inspired Models
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
A comparison of neural projection techniques applied to intrusion detection systems
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Incorporating temporal constraints in the planning task of a hybrid intelligent IDS
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part II
RT-MOVICAB-IDS: Addressing real-time intrusion detection
Future Generation Computer Systems
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MOVICAB-IDS enables the more interesting projections of a massive traffic data set to be analysed, thereby providing an overview of any possible anomalous situations taking place on a computer network. This IDS responds to the challenges presented by traffic volume and diversity. It is a connectionist agent-based model extended by means of a functional and mobile visualization interface. The IDS is designed to be more flexible, accessible and portable by running on a great variety of applications, including small mobile ones such as PDA’s, mobile phones or embedded devices. Furthermore, its effectiveness has been demonstrated in different tests.