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A Comprehensive Analysis of Accuracies of Machine Learning Algorithms for Network Intrusion Detection

 Anurag Das , Samuel A. Ajila , Chung-Horng Lung
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.40-57, ⟨10.1007/978-3-030-45778-5_4⟩
Conference papers hal-03266472v1
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Emotion-Based Adaptive Learning Systems

 Sai Prithvisingh Taurah , Jeshta Bhoyedhur , Roopesh Kevin Sungkur
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.273-286, ⟨10.1007/978-3-030-45778-5_18⟩
Conference papers hal-03266463v1
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DeepRoute: Herding Elephant and Mice Flows with Reinforcement Learning

 Mariam Kiran , Bashir Mohammed , Nandini Krishnaswamy
MLN 2019 - 2nd International Conference on Machine Learning for Networking, Dec 2019, Paris, France. pp.296-314, ⟨10.1007/978-3-030-45778-5_20⟩
Conference papers hal-03266462v1
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Bayesian Classifiers in Intrusion Detection Systems

 Mardini-Bovea Johan , De-La-Hoz-Franco Emiro , Molina-Estren Diego , Paola Ariza-Colpas , Ortíz Andrés , et al.
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.379-391, ⟨10.1007/978-3-030-45778-5_26⟩
Conference papers hal-03266456v1
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Internet of Things: Security Between Challenges and Attacks

 Benali Cherif , Zaidi Sahnoun , Maamri Ramdane , Bouchemal Nardjes
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.444-460, ⟨10.1007/978-3-030-45778-5_31⟩
Conference papers hal-03266469v1
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Algorithm Selection and Model Evaluation in Application Design Using Machine Learning

 Srikanth Bethu , B. Sankara Babu , K. Madhavi , P. Gopala Krishna
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.175-195, ⟨10.1007/978-3-030-45778-5_12⟩
Conference papers hal-03266461v1
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Machine Learning Methods for Connection RTT and Loss Rate Estimation Using MPI Measurements Under Random Losses

 Nageswara Rao , Neena Imam , Zhengchun Liu , Rajkumar Kettimuthu , Ian Foster
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.154-174, ⟨10.1007/978-3-030-45778-5_11⟩
Conference papers hal-03266451v1
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Socially and Biologically Inspired Computing for Self-organizing Communications Networks

 Juan P. Ospina , Joaquín F. Sánchez , Jorge E. Ortiz , Carlos Collazos-Morales , Paola Ariza-Colpas
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.461-484, ⟨10.1007/978-3-030-45778-5_32⟩
Conference papers hal-03266455v1
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Estimation of the Hidden Message Length in Steganography: A Deep Learning Approach

 François Kasséné Gomis , Thierry Bouwmans , Mamadou Samba Camara , Idy Diop
International Conference on Machine Learning for Networking, MLN 2019, Dec 2019, Paris, France. pp.333-341, ⟨10.1007/978-3-030-45778-5_22⟩
Conference papers hal-02561728v1
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Scream to Survive(S2S): Intelligent System to Life-Saving in Disasters Relief

 Nardjes Bouchemal , Aissa Serrar , Yehya Bouzeraa , Naila Bouchmemal
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.414-430, ⟨10.1007/978-3-030-45778-5_29⟩
Conference papers hal-03266459v1
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Revealing User Behavior by Analyzing DNS Traffic

 Martín Panza , Diego Madariaga , Javier Bustos-Jiménez
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.212-226, ⟨10.1007/978-3-030-45778-5_14⟩
Conference papers hal-03266458v1
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Denoising Adversarial Autoencoder for Obfuscated Traffic Detection and Recovery

 Ola Salman , Imad H. Elhajj , Ayman Kayssi , Ali Chehab
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.99-116, ⟨10.1007/978-3-030-45778-5_8⟩
Conference papers hal-03266453v1
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A Novel Approach Towards Analysis of Attacker Behavior in DDoS Attacks

 Himanshu Gupta , Tanmay Girish Kulkarni , Lov Kumar , Neti Murthy
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.392-402, ⟨10.1007/978-3-030-45778-5_27⟩
Conference papers hal-03266457v1
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A Learning Approach for Road Traffic Optimization in Urban Environments

 Ahmed Mejdoubi , Ouadoudi Zytoune , Hacene Fouchal , Mohamed Ouadou
International Conference on Machine Learning for Networking (MLN), 2019, Paris, France. pp.355-366, ⟨10.1007/978-3-030-45778-5_24⟩
Conference papers hal-03085739v1
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Language Model Co-occurrence Linking for Interleaved Activity Discovery

 Eoin Rogers , John D. Kelleher , Robert J. Ross
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.70-84, ⟨10.1007/978-3-030-45778-5_6⟩
Conference papers hal-03266465v1
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Q-routing: from the algorithm to the routing protocol

 Alexis Bitaillou , Benoît Parrein , Guillaume Andrieux
Second IFIP International Conference on Machine Learning for Networking, Dec 2019, Paris, France. ⟨10.1007/978-3-030-45778-5_5⟩
Conference papers hal-02521783v1
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MLP4NIDS: An Efficient MLP-Based Network Intrusion Detection for CICIDS2017 Dataset

 Arnaud Rosay , Florent Carlier , Pascal Leroux
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.240-254, ⟨10.1007/978-3-030-45778-5_16⟩
Conference papers hal-03266466v1
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Achieving Proportional Fairness in WiFi Networks via Bandit Convex Optimization

 Golshan Famitafreshi , Cristina Cano
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.85-98, ⟨10.1007/978-3-030-45778-5_7⟩
Conference papers hal-03266460v1
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An Adaptive Deep Learning Algorithm Based Autoencoder for Interference Channels

 Dehao Wu , Maziar Nekovee , Yue Wang
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.342-354, ⟨10.1007/978-3-030-45778-5_23⟩
Conference papers hal-03266473v1
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CSI based indoor localization using Ensemble Neural Networks

 Abdallah Sobehy , Eric Renault , Paul Mühlethaler
MLN 2019 : 2nd IFIP International Conference on Machine Learning for Networking, Dec 2019, Paris, France. pp.367-378, ⟨10.1007/978-3-030-45778-5_25⟩
Conference papers hal-02334588v1
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GAMPAL: Anomaly Detection for Internet Backbone Traffic by Flow Prediction with LSTM-RNN

 Taku Wakui , Takao Kondo , Fumio Teraoka
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.196-211, ⟨10.1007/978-3-030-45778-5_13⟩
Conference papers hal-03266474v1
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A New Approach to Determine the Optimal Number of Clusters Based on the Gap Statistic

 Jaekyung Yang , Jong-Yeong Lee , Myoungjin Choi , Yeongin Joo
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.227-239, ⟨10.1007/978-3-030-45778-5_15⟩
Conference papers hal-03266454v1
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Jason-RS, A Collaboration Between Agents and an IoT Platform

 Hantanirina Felixie Rafalimanana , Jean Luc Razafindramintsa , Sylvain Cherrier , Thomas Mahatody , Laurent George , et al.
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.403-413, ⟨10.1007/978-3-030-45778-5_28⟩
Conference papers hal-03266450v1
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Network Anomaly Detection Using Federated Deep Autoencoding Gaussian Mixture Model

 Yang Chen , Junzhe Zhang , Chai Kiat Yeo
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.1-14, ⟨10.1007/978-3-030-45778-5_1⟩
Conference papers hal-03266470v1
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Root Cause Analysis of Reduced Accessibility in 4G Networks

 Diogo Ferreira , Carlos Senna , Paulo Salvador , Luís Cortesão , Cristina Pires , et al.
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.117-133, ⟨10.1007/978-3-030-45778-5_9⟩
Conference papers hal-03266468v1
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Space-time pattern extraction in alarm logs for network diagnosis

 Achille Salaün , Anne Bouillard , Marc-Olivier Buob
MLN 2019: 2nd IFIP International Conference on Machine Learning for Networking, Dec 2019, Paris, France. pp.134-153, ⟨10.1007/978-3-030-45778-5_10⟩
Conference papers hal-02484330v2
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Arguments Against Using the 1998 DARPA Dataset for Cloud IDS Design and Evaluation and Some Alternative

 Paulo Faria Quinan , Issa Traore , Isaac Woungang , Abdulaziz Aldribi , Onyekachi Nwamuo
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.315-332, ⟨10.1007/978-3-030-45778-5_21⟩
Conference papers hal-03266464v1
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Random Forests with a Steepend Gini-Index Split Function and Feature Coherence Injection

 Mandlenkosi Victor Gwetu , Jules-Raymond Tapamo , Serestina Viriri
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.255-272, ⟨10.1007/978-3-030-45778-5_17⟩
Conference papers hal-03266471v1
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Association Rules Algorithms for Data Mining Process Based on Multi Agent System

 Imane Belabed , Mohammed Talibi Alaoui , Jaara El Miloud , Abdelmajid Belabed
2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.431-443, ⟨10.1007/978-3-030-45778-5_30⟩
Conference papers hal-03266467v1
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Towards a Hierarchical Deep Learning Approach for Intrusion Detection

 Francois Alin , Amine Chemchem , Florent Nolot , Olivier Flauzac , Michaël Krajecki
International Conference on Machine Learning for Networking (MLN), 2019, Paris, France. ⟨10.1007/978-3-030-45778-5_2⟩
Conference papers hal-02560294v1
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