A Survey on Machine Learning Techniques for Intrusion Detection Systems
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Summary
A rigorous survey study that envisages various soft-computing and machine learning techniques used to build autonomous IDSs and lays a foundation to build an efficient Intrusion Detection and Prevention System IDPS.
- Published
- 2013-01-01
- Cited by
- 92
- References
- 21
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:212594426
References
- Learning internal representations by back-propagating errors
- Evolving Fuzzy Classifiers for Intrusion Detection
- FuGeIDS: Fuzzy Genetic paradigms in Intrusion Detection Systems
- An Intrusion-Detection Model
- A Comparative Study of Related Technologies of Intrusion Detection & Prevention Systems
- Comparison of Machine Learning algorithms performance in detecting network intrusion
- Intrusion detection through learning behavior model
- An application of machine learning to network intrusion detection
- A Tutorial on Support Vector Machines for Pattern Recognition
- A machine learning framework for network anomaly detection using SVM and GA
- Anomaly-based network intrusion detection: Techniques, systems and challenges
- Learning intrusion detection based on adaptive bayesian algorithm
- Intrusion detection based on clustering genetic algorithm
- Rule based Network Intrusion Detection using Genetic Algorithm
- Genetic Algorithm Rule-Based Intrusion Detection System (GAIDS)
- Parallel Distributed Processing: Explorations in the Microstructures of Cognition
- Probabilistic Alert Correlation
- A Study of Crossover Operators in Genetic Programming
- A Survey of Intrusion Detection Analysis Methods
- Machine Learning-based Intrusion Detection Algorithms
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- Intelligent generation of fuzzy rules for network firewalls based on the analysis of large-scale network traffic dumps
- An IDS by Correlation & KPCA with Neural Network Optimized By Genetic Algorithm
- Anomaly-based intrusion detection system through feature selection analysis and building hybrid efficient model
- Sensorless force feedback joystick control for teleoperation of construction equipment
- Big Data in Intrusion Detection Systems and Intrusion Prevention Systems
- MỘT TIẾP CẬN MÁY HỌC ĐỂ PHÂN LỚP CÁC KIỂU TẤN CÔNG TRONG HỆ THỐNG PHÁT HIỆN XÂM NHẬP MẠNG
- Improved Detecting Host Based Intrusions Based On Hybrid SVM Using Grey Wolf Optimizer
- Analyzing HTTP requests for web intrusion detection
- A survey on types of machine learning techniques in intrusion prevention systems
- Current and Future Applications of Machine Learning for the US Army
- Detecting and Handling Cyber-Attacks in Model Predictive Control of Chemical Processes
- Towards Viable Intrusion Detection Methods For The Automotive Controller Area Network
- Phylogenetic-Inspired Probabilistic Model Abstraction in Detection of Malware Families
- Transfer Learning Based Intrusion Detection
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