ElMouatez Billah Karbab

According to our database, ElMouatez Billah Karbab authored at least 26 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A Survey of Malware Analysis Using Community Detection Algorithms.

Abdelouahab Amira, Abdelouahid Derhab, Elmouatez Billah Karbab, Omar Nouali

ACM Comput. Surv., February, 2024

2023

SwiftR: Cross-platform ransomware fingerprinting using hierarchical neural networks on hybrid features.

ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab

Expert Syst. Appl., September, 2023

2022

Inferring and Investigating IoT-Generated Scanning Campaigns Targeting a Large Network Telescope.

Sadegh Torabi, Elias Bou-Harb, Chadi Assi, ElMouatez Billah Karbab, Amine Boukhtouta, Mourad Debbabi

IEEE Trans. Dependable Secur. Comput., 2022

Chameleon: Optimized feature selection using particle swarm optimization and ensemble methods for network anomaly detection.

Aniss Chohra, Paria Shirani, ElMouatez Billah Karbab, Mourad Debbabi

Comput. Secur., 2022

2021

Android Malware Detection using Machine Learning - Data-Driven Fingerprinting and Threat Intelligence

ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb

Advances in Information Security 86, Springer, ISBN: 978-3-030-74663-6, 2021

TriDroid: a triage and classification framework for fast detection of mobile threats in android markets.

Abdelouahab Amira, Abdelouahid Derhab, ElMouatez Billah Karbab, Omar Nouali, Farrukh Aslam Khan

J. Ambient Intell. Humaniz. Comput., 2021

Resilient and Adaptive Framework for Large Scale Android Malware Fingerprinting using Deep Learning and NLP Techniques.

ElMouatez Billah Karbab, Mourad Debbabi

CoRR, 2021

PetaDroid: Adaptive Android Malware Detection Using Deep Learning.

ElMouatez Billah Karbab, Mourad Debbabi

Proceedings of the Detection of Intrusions and Malware, and Vulnerability Assessment, 2021

2020

Android Malware Clustering using Community Detection on Android Packages Similarity Network.

ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb

CoRR, 2020

Scalable and robust unsupervised android malware fingerprinting using community-based network partitioning.

ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb

Comput. Secur., 2020

2019

MalDy: Portable, data-driven malware detection using natural language processing and machine learning techniques on behavioral analysis reports.

ElMouatez Billah Karbab, Mourad Debbabi

Digit. Investig., 2019

BinEye: Towards Efficient Binary Authorship Characterization Using Deep Learning.

Saed Alrabaee, ElMouatez Billah Karbab, Lingyu Wang, Mourad Debbabi

Proceedings of the Computer Security - ESORICS 2019, 2019

2018

MalDozer: Automatic framework for android malware detection using deep learning.

ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb

Digit. Investig., 2018

Data-driven approach for automatic telephony threat analysis and campaign detection.

Houssem Eddine Bordjiba, ElMouatez Billah Karbab, Mourad Debbabi

Digit. Investig., 2018

Portable, Data-Driven Malware Detection using Language Processing and Machine Learning Techniques on Behavioral Analysis Reports.

ElMouatez Billah Karbab, Mourad Debbabi

CoRR, 2018

Automatic Investigation Framework for Android Malware Cyber-Infrastructures.

ElMouatez Billah Karbab, Mourad Debbabi

CoRR, 2018

ToGather: Automatic Investigation of Android Malware Cyber-Infrastructures.

ElMouatez Billah Karbab, Mourad Debbabi

Proceedings of the 13th International Conference on Availability, Reliability and Security, 2018

2017

Android Malware Detection using Deep Learning on API Method Sequences.

ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb

CoRR, 2017

SONAR: Automatic Detection of Cyber Security Events over the Twitter Stream.

Quentin Le Sceller, ElMouatez Billah Karbab, Mourad Debbabi, Farkhund Iqbal

Proceedings of the 12th International Conference on Availability, Reliability and Security, Reggio Calabria, Italy, August 29, 2017

2016

Fingerprinting Android packaging: Generating DNAs for malware detection.

ElMouatez Billah Karbab, Mourad Debbabi, Djedjiga Mouheb

Digit. Investig., 2016

DySign: dynamic fingerprinting for the automatic detection of android malware.

ElMouatez Billah Karbab, Mourad Debbabi, Saed Alrabaee, Djedjiga Mouheb

Proceedings of the 11th International Conference on Malicious and Unwanted Software, 2016

Cypider: building community-based cyber-defense infrastructure for android malware detection.

ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb

Proceedings of the 32nd Annual Conference on Computer Security Applications, 2016

2015

Networked Wireless Sensors, Active RFID, and Handheld Devices for Modern Car Park Management: WSN, RFID, and Mob Devs for Car Park Management.

Djamel Djenouri, Elmouatezbillah Karbab, Sahar Boulkaboul, Antoine B. Bagula

Int. J. Handheld Comput. Res., 2015

Car park management with networked wireless sensors and active RFID.

Elmouatezbillah Karbab, Djamel Djenouri, Sahar Boulkaboul, Antoine B. Bagula

Proceedings of the IEEE International Conference on Electro/Information Technology, 2015

2013

Ubiquitous sensor network management: The least interference beaconing model.

Antoine B. Bagula, Djamel Djenouri, Elmouatezbillah Karbab

Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

On the Relevance of Using Interference and Service Differentiation Routing in the Internet-of-Things.

Antoine Bigomokero Bagula, Djamel Djenouri, Elmouatezbillah Karbab

Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networking, 2013