| 2012 |
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Evasion Attack of Multi-Class Linear Classifiers
Proceedings of the 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
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| 2011 |
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A Supervised Topic Transition Model for Detecting Malicious System Call Sequences
KDD Workshop on Knowledge Discovery, Modeling, and Simulation
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Artificial Immune Systems - 10th International Conference, ICARIS 2011, Cambridge, UK, July 18-21, 2011. Proceeding
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| 2010 |
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On Immunological Memory as a Function of a Recursive Proliferation Process
15th IEEE International Conference on Engineering of Complex Computer Systems
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Efficient Collapsed Gibbs Sampling For Latent Dirichlet Allocation
Asian Conference on Machine Learning (ACML)
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A Study of Detecting Computer Viruses in Real-Infected Files in the n-gram Representation with Machine Learning Methods
A Study of Detecting Computer Viruses in Real-Infected Files in the n-gram Representation with Machine Learning Methods
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| 2009 |
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Foundations of r-contiguous Matching in Negative Selection for Anomaly Detection
Natural Computing
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Geometrical Insights into the Dendritic Cell Algorithm
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2009)
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| 2008 |
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An Empirical Study of Self/Non-Self Discrimination in Binary Data with a Kernel Estimator
Proceedings of the 7th International Conference on Artificial Immune Systems (ICARIS)
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Discriminating Self from Non-Self with Finite Mixtures of Multivariate Bernoulli Distributions
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO)
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Theoretical Advances in Artificial Immune Systems
Theoretical Computer Science
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| 2007 |
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Phase Transition and the Computational Complexity of Generating r-contiguous Detectors
Proceedings of the 6th International Conference on Artificial Immune Systems (ICARIS-2007)
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Comments on Real-Valued Negative Selection vs. Real-Valued Positive Selection and One-Class SVM
Proceedings of the Congress on Evolutionary Computation (CEC-2007)
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Detecting Node Compromise in Hybrid Wireless Sensor Networks Using Attestation Techniques
Proceedings of the Fourth European Workshop on Security and Privacy in Ad hoc and Sensor Networks
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| 2006 |
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Artificial Immune Systems for IT-Security
it-Information Technology (Systems Biology and Information Technology)
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On the Use of Hyperspheres in Artificial Immune Systems as Antibody Recognition Regions
Proceedings of the 5th International Conference on Artificial Immune Systems (ICARIS-2006)
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On Permutation Masks in Hamming Negative Selection
Proceedings of the 5th International Conference on Artificial Immune Systems (ICARIS-2006)
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The Link between r-contiguous Detectors and k-CNF Satisfiability
Proceedings of the Congress on Evolutionary Computation (CEC-2006)
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Generalization Regions in Hamming Negative Selection
Intelligent Information Systems (IIS-2006)
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On the Appropriateness of Negative Selection for Anomaly Detection and Network Intrusion Detection
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| 2005 |
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Is Negative Selection Appropriate for Anomaly Detection ?
Proceedings of the ACM SIGEVO Genetic and Evolutionary Computation Conference (GECCO-2005)
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A Comparative Study of Real-Valued Negative Selection to Statistical Anomaly Detection Techniques
Proceedings of the 4th International Conference on Artificial Immune Systems (ICARIS-2005)
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On the Appropriateness of Negative Selection defined over Hamming Shape-Space as a Network Intrusion Detection System
Proceedings of the Congress on Evolutionary Computation (CEC-2005)
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| 2004 |
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An Investigation of R-Chunk Detector Generation on Higher Alphabets
Genetic and Evolutionary Computation GECCO 2004
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