| Vol-2343 urn:nbn:de:0074-2343-7 Copyright © 2018 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# BDCSIntell 2018
Big Data and Cyber-Security Intelligence

### Proceedings of the 1st International Conference on Big Data and Cyber-Security Intelligence

### Hadath, Lebanon, December 13-15, 2018.

Edited by

### Marie-Rita Hojeij *
Beatrice Finance **
Yehia Taher **
Karine Zeitouni **
Rafiqul Haque ***
Mohammed Dbouk ****

* Université Saint-Esprit de Kaslik, Jounieh, Lebanon
** Université de Versailles Saint-Quentin-en-Yvelines, Versailles, France
*** Intelligencia R&D, Paris, France
**** Université Libanaise, Beyrouth, Lebanon

## Table of Contents

- Preface
- Program Committee

### Keynote session

- Efficient, Consistent and Secure Global-Scale Data Management 1-2
  Amr El Abbadi
- An Access Control Framework for Data Integration 3
  Mohand-Said Hacid, Mehdi Haddad
- Data Variety and Integrity Assessment for Maritime Anomaly Detection 4-7
  Cyril Ray

### Big Data Analytics for IoT

- SE2TeC: A Scalable Engine for Efficient and Expressive Time Series Classification 8-11
  Jingwei Zue, Karine Zeitouni, Yehia Taher
- FKmeans: A Fast Data Classification Technique to Handle Big Data Collected in Sensor Network 12-17
  Ola Majed, Hassan Harbn Mohammad Hamze, Ali Jaber
- Trajectory Prediction from External Sensor Data using Recurrent Neural Networks 18-20
  Livia Almada Cruz, Karine Zeitouni, Jose Macedo
- Artificial Neural Network for Sit-to-Stand classification based on Inertial Measurement Units Data 21-26
  Sandy Rihana, Patrick Hockayem, Ramy Salloum

### Data Driven Security

- Trustless Blockchain-based Access Control in Dynamic Collaboration 27-33
  Mouhamad Almakhour, Layth Sliman, Abed Ellatif Samhat, Walid Gaaloul
- Performance/Cost Analysis of a Cloud Based Solution for Big Data Analytic: Application in Intrusion Detection 34-41
  Nada Chendeb, Iman Mallat, Nazim Agoulmine, Nour Mawass
- A Cost-Sensitive Cosine Similarity K-Nearest Neighbor for Credit Card Fraud Detection 42-47
  Sara Makki, Rafiqul Haque, Yehia Taher, Zainab Assaghir, Mohand-Said Hacid, Hassan Zeineddine
- Combinatorial Digital Signature Scheme 48-54
  Eliane Koussa, Jean-Charles Faugere, Gilles Macario-Rat, Jacques Patarin, Ludovic Perret
- A Deep Learning Approach for Intrusion Detection System in Industry Network 55-62
  Ahmad Hijazi, Abed El Safadi, Jean Marie Flaus
- A Survey of DNS Tunnelling Detection Techniques Using Machine Learning 63-66
  Shiraz Yassine, Jawad Khalife, Maroun Chamoun, Hussein Ghor

### Semantic Web and Ontology

- Schema Discovery in Large Web Data Sources 67-74
  Redouane Bouhamoum, Zoubida Kedad, Stéphane Lopes
- Keyword Search Over RDF Graphs Using WordNet 75-82
  Mohamad Rihany, Zoubida Kedad, Stéphane Lopes
- Generic Video Surveillance Description Ontology 83-88
  Wael F. Youssef, Siba Haidar, Philippe Joly

### Applications

- RaDEn: A Scalable and Efficient Radiation Data Engineering 89-93
  Hadi Fadlallah, Yehia Taher, Ali Jaber
- ProgMod: An Analytical Model for Prognosis Prediction of AML Patients Using Survival Regression and Gene Expression Levels 94-99
  Ahmad Al Sayyid, Rafiqul Haque, Ali Jaber, Sara Makki, Yehia Taher
- CityPro: From Big-Data to Intelligent-Data; a Smart Approach 100-106
  Mohamed Dbouk, Mariam Hakim, Ihab Sbeity

2019-04-08: submitted by Yehia Taher, metadata incl. bibliographic data published under Creative Commons CC0
2019-04-11: published on CEUR-WS.org |valid HTML5|