ElMouatez Billah Karbab

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 22

Top Topics

Language Processing

Malware Detection

Top Venues

Digit. Investig.

Publications

ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab
SwiftR: Cross-platform ransomware fingerprinting using hierarchical neural networks on hybrid features. Expert Syst. Appl. 225 (2023)
Sadegh Torabi, Elias Bou-Harb, Chadi Assi, ElMouatez Billah Karbab, Amine Boukhtouta, Mourad Debbabi
Inferring and Investigating IoT-Generated Scanning Campaigns Targeting a Large Network Telescope. IEEE Trans. Dependable Secur. Comput. 19 (1) (2022)
Aniss Chohra, Paria Shirani, ElMouatez Billah Karbab, Mourad Debbabi
Chameleon: Optimized feature selection using particle swarm optimization and ensemble methods for network anomaly detection. Comput. Secur. 117 (2022)
ElMouatez Billah Karbab, Mourad Debbabi
PetaDroid: Adaptive Android Malware Detection Using Deep Learning. DIMVA (2021)
Abdelouahab Amira, Abdelouahid Derhab, ElMouatez Billah Karbab, Omar Nouali, Farrukh Aslam Khan
TriDroid: a triage and classification framework for fast detection of mobile threats in android markets. J. Ambient Intell. Humaniz. Comput. 12 (2) (2021)
ElMouatez Billah Karbab, Mourad Debbabi
Resilient and Adaptive Framework for Large Scale Android Malware Fingerprinting using Deep Learning and NLP Techniques. CoRR (2021)
ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
Android Malware Clustering using Community Detection on Android Packages Similarity Network. CoRR (2020)
ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
Scalable and robust unsupervised android malware fingerprinting using community-based network partitioning. Comput. Secur. 97 (2020)
ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
Scalable and robust unsupervised Android malware fingerprinting using community-based network partitioning. Comput. Secur. 96 (2020)
Saed Alrabaee, ElMouatez Billah Karbab, Lingyu Wang, Mourad Debbabi
BinEye: Towards Efficient Binary Authorship Characterization Using Deep Learning. ESORICS (2) (2019)
ElMouatez Billah Karbab, Mourad Debbabi
MalDy: Portable, data-driven malware detection using natural language processing and machine learning techniques on behavioral analysis reports. Digit. Investig. (2019)
ElMouatez Billah Karbab, Mourad Debbabi
Automatic Investigation Framework for Android Malware Cyber-Infrastructures. CoRR (2018)
Houssem Eddine Bordjiba, ElMouatez Billah Karbab, Mourad Debbabi
Data-driven approach for automatic telephony threat analysis and campaign detection. Digit. Investig. (2018)
ElMouatez Billah Karbab, Mourad Debbabi
ToGather: Automatic Investigation of Android Malware Cyber-Infrastructures. ARES (2018)
ElMouatez Billah Karbab, Mourad Debbabi
Portable, Data-Driven Malware Detection using Language Processing and Machine Learning Techniques on Behavioral Analysis Reports. CoRR (2018)
ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
MalDozer: Automatic framework for android malware detection using deep learning. Digit. Investig. (2018)
ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
Android Malware Detection using Deep Learning on API Method Sequences. CoRR (2017)
Quentin Le Sceller, ElMouatez Billah Karbab, Mourad Debbabi, Farkhund Iqbal
SONAR: Automatic Detection of Cyber Security Events over the Twitter Stream. ARES (2017)
ElMouatez Billah Karbab, Mourad Debbabi, Saed Alrabaee, Djedjiga Mouheb
DySign: Dynamic Fingerprinting for the Automatic Detection of Android Malware. CoRR (2017)
ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
Cypider: building community-based cyber-defense infrastructure for android malware detection. ACSAC (2016)
ElMouatez Billah Karbab, Mourad Debbabi, Saed Alrabaee, Djedjiga Mouheb
DySign: dynamic fingerprinting for the automatic detection of android malware. MALWARE (2016)
ElMouatez Billah Karbab, Mourad Debbabi, Djedjiga Mouheb
Fingerprinting Android packaging: Generating DNAs for malware detection. Digit. Investig. (2016)