| Vol-2622 urn:nbn:de:0074-2622-6 Copyright © 2019 for the individual papers by the papers' authors. Copyright © 2019 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# BDCSIntell 2019
Big Data and Cyber-Security Intelligence 2019

### Proceedings of the 2nd International Conference on Big Data and Cyber-Security Intelligence

### Versailles, France, December 16-17, 2019.

Edited by

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

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

## Table of Contents

- Preface
- Program Committee

### Big Data Analytics

- Mining Business Process Information from Email Logs for Business Process Models Discovery 1-4
  Diana Jlailaty, Daniela Grigori, Khalid Belhajjame
- Data Link Discovery Tools for Big Linked Data: A comprehensive study 5-12
  Houssein Dhayne, Hanan Farhat, Rima Kilany
- Building Change Detection in Aerial Images 13-22
  Fatima Mroueh, Ihab Sbeity, Mohamad Chaitou
- Using Embedding-based Metrics to Expedite Patients Recruitment Process for Clinical Trials 23-29
  Houssein Dhayne, Rima Kilany

### Big Data Privacy

- Personal Information Privacy: What’s Next? 30-37
  Khodor Hammoud, Salima Benbernou, Mourad Ouziri, Yucel Saygin, Rafiqul Haque, Yehia Taher
- Extracting Attribute-Based Access Control Rules from Business Process Event Logs 38-45
  Amani Abou Rida, Nour Assy, Walid Gaaloul
- Big Data Seeks Value, Make it Ethical 46-51
  Elie Chamoun, Nour Charara

### Big Data Analytics for IoT

- ORADIEX: A Big Data Driven Smart Framework for Real-time Surveillance and Analysis of Individual Exposure to Radioactive Pollution 52-56
  Hadi Fadlallah, Yehia Taher, Rafiqul Haque, Ali Jaber
- Towards an Autonomous Radiation Early Warning System 57-63
  Mohammed Al-Saleh, Béatrice Finance, Rafiqul Haque, Yehia Taher, Ali Jaber
- An Edge Centric Middleware for City Surveillance Platform (CityPro) 64-72
  Mariam Hakim, Ibrahim Tawbe, Mohamed Dbouk

### Big Data Applications

- ElasticBloC: A Massively Scalable Architecture For Blockchain Based Applications 73-82
  Hadi Jibbawi, Rafiqul Haque, Yehia Taher, Ali Jaber
- A Silver Standard Arabic Corpus for Segmentation and Validation 83-88
  Hussein Awdeh, Adelle Abdallah, Gilles Bernard, Mohammad Hajjar, Mazen El Sayed
- A Novel Contribution to an Hybrid INS/GPS System using a Fuzzy Approach 89-94
  Wassim Khoder, Monzer Alwan

### Data Driven Security

- Anomaly Detection on DNS Traffic using Big Data and Machine Learning 95-104
  Boon Kai Kelvin Soh, Eugene Chong, Vivek Balachandran
- Network Traffic Classification based on Class Weight based K-NN Classifier (CWK-NN) 105-112
  Mohammad Hijazi, Jawad Khalife, Hussein Al-ghor, Jesus Diaz Verdejo
- Calculating the Average using Paillier’s Cryptosystem 113-117
  Christiana Zaraket, Maroun Chamoun, Tony Nicolas

2020-06-09: submitted by Yehia Taher, metadata incl. bibliographic data published under Creative Commons CC0
2020-06-15: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|