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2018
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volume 13175, 2022
Machine Learning for Networking - 4th International Conference, MLN 2021, Virtual Event, December 1-3, 2021, Proceedings
MLN
13175 (2022)
2021
Chibueze Victor Oha
,
Fathima Shakoora Farouk
,
Pujan Pankaj Patel
,
Prithvi Meka
,
Sowmya Nekkanti
,
Bhageerath Nayini
,
Smit Xavier Carvalho
,
Nisarg Desai
,
Manishkumar Patel
,
Sergey Butakov
Machine Learning Models for Malicious Traffic Detection in IoT Networks /IoT-23 Dataset/.
MLN
(2021)
Mira Abboud
,
Charbel Nicolas
,
Gilbert Habib
Distance Estimation Using LoRa and Neural Networks.
MLN
(2021)
Konrad-Felix Krentz
,
Alex Kangas
,
Thiemo Voigt
Multi-Armed Bandit-Based Channel Hopping: Implementation on Embedded Devices.
MLN
(2021)
Sheng Shen
,
Mariam Kiran
,
Bashir Mohammed
DynamicDeepFlow: An Approach for Identifying Changes in Network Traffic Flow Using Unsupervised Clustering.
MLN
(2021)
Afsane Zahmatkesh
,
Chung-Horng Lung
Deep Reinforcement Learning for Cost-Effective Controller Placement in Software-Defined Multihop Wireless Networking.
MLN
(2021)
Nageswara S. V. Rao
,
Anees Al-Najjar
,
Neena Imam
,
Zhengchun Liu
,
Rajkumar Kettimuthu
,
Ian T. Foster
Cross Inference of Throughput Profiles Using Micro Kernel Network Method.
MLN
(2021)
Ching-Lung Fan
Evaluation of Machine Learning Methods for Image Classification: A Case Study of Facility Surface Damage.
MLN
(2021)
Nicholas Lurski
,
Mohamed F. Younis
Application and Mitigation of the Evasion Attack against a Deep Learning Based IDS for IoT.
MLN
(2021)
Paulo Gustavo Quinan
,
Issa Traoré
,
Ujwal Reddy Gondhi
,
Isaac Woungang
Unsupervised Anomaly Detection Using a New Knowledge Graph Model for Network Activity and Events.
MLN
(2021)
Abdullah Soliman Alshra'a
,
Jochen Seitz
One-Dimensional Convolutional Neural Network for Detection and Mitigation of DDoS Attacks in SDN.
MLN
(2021)
volume 12629, 2021
Machine Learning for Networking - Third International Conference, MLN 2020, Paris, France, November 24-26, 2020, Revised Selected Papers
MLN
12629 (2021)
2020
Henry Clausen
,
Gudmund Grov
,
Marc Sabate
,
David Aspinall
Better Anomaly Detection for Access Attacks Using Deep Bidirectional LSTMs.
MLN
(2020)
Mohammed Kherarba
,
Mounir Tahar Abbes
,
Selma Boumerdassi
,
Mohammed Meddah
,
Abdelhak Benhamada
,
Mohammed Senouci
Road Sign Identification with Convolutional Neural Network Using TensorFlow.
MLN
(2020)
Iman Hmedoush
,
Cédric Adjih
,
Paul Mühlethaler
A Regret Minimization Approach to Frameless Irregular Repetition Slotted Aloha: IRSA-RM.
MLN
(2020)
Tanya Gera
,
Jaiteg Singh
,
Deepak Thakur
,
Parvez Faruki
A Semi-automated Approach for Identification of Trends in Android Ransomware Literature.
MLN
(2020)
Rim Gasmi
,
Makhlouf Aliouat
,
Hamida Seba
Geographical Information Based Clustering Algorithm for Internet of Vehicles.
MLN
(2020)
Thi Thuy Nga Nguyen
,
Olivier Brun
,
Balakrishna J. Prabhu
Learning Resource Allocation Algorithms for Cellular Networks.
MLN
(2020)
Ramon Antonio Rodriges Zalipynis
Towards Machine Learning in Distributed Array DBMS: Networking Considerations.
MLN
(2020)
Carlos E. Arruda
,
Pedro F. Moraes
,
Nazim Agoulmine
,
Joberto S. B. Martins
Enhanced Pub/Sub Communications for Massive IoT Traffic with SARSA Reinforcement Learning.
MLN
(2020)
Amina Boudjelida
,
Ali Lemouari
A Novel Heuristic Optimization Algorithm for Solving the Delay-Constrained Least-Cost Problem.
MLN
(2020)
Kamel Barka
,
Lyamine Guezouli
,
Samir Gourdache
,
Sara Ameghchouche
Mobility Based Genetic Algorithm for Heterogeneous Wireless Networks.
MLN
(2020)
Chin-Wei Tien
,
Tse-Yung Huang
,
Ping Chun Chen
,
Jenq-Haur Wang
Identifying Device Types for Anomaly Detection in IoT.
MLN
(2020)
Merve Turhan
,
Ersin Öztürk
,
Hakan Ali Çirpan
Deep Learning-Aided Spatial Multiplexing with Index Modulation.
MLN
(2020)
El-Heithem Mohammedi
,
Emmanuel Lavinal
,
Guillaume Fleury
Configuration Faults Detection in IP Virtual Private Networks Based on Machine Learning.
MLN
(2020)
Frank Phillipson
,
Robert S. Wezeman
,
Irina Chiscop
Three Quantum Machine Learning Approaches for Mobile User Indoor-Outdoor Detection.
MLN
(2020)
Mandlenkosi Victor Gwetu
A Dynamic Time Warping and Deep Neural Network Ensemble for Online Signature Verification.
MLN
(2020)
Jane Oruh
,
Serestina Viriri
Spectral Analysis for Automatic Speech Recognition and Enhancement.
MLN
(2020)
Vasileios Kouliaridis
,
Nektaria Potha
,
Georgios Kambourakis
Improving Android Malware Detection Through Dimensionality Reduction Techniques.
MLN
(2020)
Ronald Tombe
,
Serestina Viriri
Remote Sensing Scene Classification Based on Effective Feature Learning by Deep Residual Networks.
MLN
(2020)
Ihab Benamer
,
Arslane Yahiouche
,
Afifa Ghenai
Deep Learning Environment Perception and Self-tracking for Autonomous and Connected Vehicles.
MLN
(2020)
Hamidreza Anvari
,
Paul Lu
Active Probing for Improved Machine-Learned Recognition of Network Traffic.
MLN
(2020)
Ouafae Elaeraj
,
Cherkaoui Leghris
,
Éric Renault
Performance Evaluation of Some Machine Learning Algorithms for Security Intrusion Detection.
MLN
(2020)
Ashish Dhiman
,
Peng Sun
,
Robert E. Kooij
Using Machine Learning to Quantify the Robustness of Network Controllability.
MLN
(2020)
Chouaib Bourahla
,
Ramdane Maamri
,
Zaïdi Sahnoun
,
Nardjes Bouchemal
Terms Extraction from Clustered Web Search Results.
MLN
(2020)
Khalid Douge
,
Aissam Berrahou
,
Youssef Talibi Alaoui
,
Mohammed Talibi Alaoui
A Self-gated Activation Function SINSIG Based on the Sine Trigonometric for Neural Network Models.
MLN
(2020)
volume 12081, 2020
Machine Learning for Networking - Second IFIP TC 6 International Conference, MLN 2019, Paris, France, December 3-5, 2019, Revised Selected Papers
MLN
12081 (2020)
2019
Ola Salman
,
Imad H. Elhajj
,
Ayman I. Kayssi
,
Ali Chehab
Denoising Adversarial Autoencoder for Obfuscated Traffic Detection and Recovery.
MLN
(2019)
Ahmed Mejdoubi
,
Ouadoudi Zytoune
,
Hacène Fouchal
,
Mohamed Ouadou
A Learning Approach for Road Traffic Optimization in Urban Environments.
MLN
(2019)
Nardjes Bouchemal
,
Aissa Serrar
,
Yehya Bouzeraa
,
Naila Bouchemal
Scream to Survive(S2S): Intelligent System to Life-Saving in Disasters Relief.
MLN
(2019)
Mariam Kiran
,
Bashir Mohammed
,
Nandini Krishnaswamy
DeepRoute: Herding Elephant and Mice Flows with Reinforcement Learning.
MLN
(2019)
Anurag Das
,
Samuel A. Ajila
,
Chung-Horng Lung
A Comprehensive Analysis of Accuracies of Machine Learning Algorithms for Network Intrusion Detection.
MLN
(2019)
Jaekyung Yang
,
Jong-Yeong Lee
,
Myoungjin Choi
,
Yeongin Joo
A New Approach to Determine the Optimal Number of Clusters Based on the Gap Statistic.
MLN
(2019)
François Alin
,
Amine Chemchem
,
Florent Nolot
,
Olivier Flauzac
,
Michaël Krajecki
Towards a Hierarchical Deep Learning Approach for Intrusion Detection.
MLN
(2019)
Vassia Bonandrini
,
Jean-François Bercher
,
Nawel Zangar
Machine Learning Methods for Anomaly Detection in IoT Networks, with Illustrations.
MLN
(2019)
Abdallah Sobehy
,
Éric Renault
,
Paul Mühlethaler
CSI Based Indoor Localization Using Ensemble Neural Networks.
MLN
(2019)
Menuka Perera Jayasuriya Kuranage
,
Kandaraj Piamrat
,
Salima Hamma
Network Traffic Classification Using Machine Learning for Software Defined Networks.
MLN
(2019)
Himanshu Gupta
,
Tanmay Girish Kulkarni
,
Lov Kumar
,
Lalita Bhanu Murthy Neti
A Novel Approach Towards Analysis of Attacker Behavior in DDoS Attacks.
MLN
(2019)
Martín Panza
,
Diego Madariaga
,
Javier Bustos-Jiménez
Revealing User Behavior by Analyzing DNS Traffic.
MLN
(2019)
volume 11407, 2019
Machine Learning for Networking - First International Conference, MLN 2018, Paris, France, November 27-29, 2018, Revised Selected Papers
MLN
11407 (2019)