ElMouatez Billah Karbab

25 papers A 1B 3Journal 18Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Applying Graph Analysis for Unsupervised Fast Malware Fingerprinting. CoRR ElMouatez Billah Karbab, Mourad Debbabi
2024	J	`jnl`	A Survey of Malware Analysis Using Community Detection Algorithms. ACM Comput. Surv. Abdelouahab Amira, Abdelouahid Derhab, ElMouatez Billah Karbab, Omar Nouali
2023	J	`jnl`	SwiftR: Cross-platform ransomware fingerprinting using hierarchical neural networks on hybrid features. Expert Syst. Appl. ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab
2022	J	`jnl`	Chameleon: Optimized feature selection using particle swarm optimization and ensemble methods for network anomaly detection. Comput. Secur. Aniss Chohra, Paria Shirani, ElMouatez Billah Karbab, Mourad Debbabi
2022	J	`jnl`	Inferring and Investigating IoT-Generated Scanning Campaigns Targeting a Large Network Telescope. IEEE Trans. Dependable Secur. Comput. Sadegh Torabi, Elias Bou-Harb, Chadi Assi, ElMouatez Billah Karbab, Amine Boukhtouta, Mourad Debbabi
2021	—	`book`	Android Malware Detection using Machine Learning - Data-Driven Fingerprinting and Threat Intelligence ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
2021	B	`conf`	PetaDroid: Adaptive Android Malware Detection Using Deep Learning. DIMVA ElMouatez Billah Karbab, Mourad Debbabi
2021	J	`jnl`	Resilient and Adaptive Framework for Large Scale Android Malware Fingerprinting using Deep Learning and NLP Techniques. CoRR ElMouatez Billah Karbab, Mourad Debbabi
2021	J	`jnl`	TriDroid: a triage and classification framework for fast detection of mobile threats in android markets. J. Ambient Intell. Humaniz. Comput. Abdelouahab Amira, Abdelouahid Derhab, ElMouatez Billah Karbab, Omar Nouali, Farrukh Aslam Khan
2020	J	`jnl`	Android Malware Clustering using Community Detection on Android Packages Similarity Network. CoRR ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
2020	J	`jnl`	Scalable and robust unsupervised Android malware fingerprinting using community-based network partitioning. Comput. Secur. ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
2020	J	`jnl`	Scalable and robust unsupervised android malware fingerprinting using community-based network partitioning. Comput. Secur. ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
2019	—	`conf`	BinEye: Towards Efficient Binary Authorship Characterization Using Deep Learning. ESORICS (2) Saed Alrabaee, ElMouatez Billah Karbab, Lingyu Wang, Mourad Debbabi
2019	J	`jnl`	MalDy: Portable, data-driven malware detection using natural language processing and machine learning techniques on behavioral analysis reports. Digit. Investig. ElMouatez Billah Karbab, Mourad Debbabi
2018	J	`jnl`	Automatic Investigation Framework for Android Malware Cyber-Infrastructures. CoRR ElMouatez Billah Karbab, Mourad Debbabi
2018	J	`jnl`	Data-driven approach for automatic telephony threat analysis and campaign detection. Digit. Investig. Houssem Eddine Bordjiba, ElMouatez Billah Karbab, Mourad Debbabi
2018	J	`jnl`	MalDozer: Automatic framework for android malware detection using deep learning. Digit. Investig. ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
2018	J	`jnl`	Portable, Data-Driven Malware Detection using Language Processing and Machine Learning Techniques on Behavioral Analysis Reports. CoRR ElMouatez Billah Karbab, Mourad Debbabi
2018	B	`conf`	ToGather: Automatic Investigation of Android Malware Cyber-Infrastructures. ARES ElMouatez Billah Karbab, Mourad Debbabi
2017	J	`jnl`	Android Malware Detection using Deep Learning on API Method Sequences. CoRR ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
2017	J	`jnl`	DySign: Dynamic Fingerprinting for the Automatic Detection of Android Malware. CoRR ElMouatez Billah Karbab, Mourad Debbabi, Saed Alrabaee, Djedjiga Mouheb
2017	B	`conf`	SONAR: Automatic Detection of Cyber Security Events over the Twitter Stream. ARES Quentin Le Sceller, ElMouatez Billah Karbab, Mourad Debbabi, Farkhund Iqbal
2016	A	`conf`	Cypider: building community-based cyber-defense infrastructure for android malware detection. ACSAC ElMouatez Billah Karbab, Mourad Debbabi, Abdelouahid Derhab, Djedjiga Mouheb
2016	—	`conf`	DySign: dynamic fingerprinting for the automatic detection of android malware. MALWARE ElMouatez Billah Karbab, Mourad Debbabi, Saed Alrabaee, Djedjiga Mouheb
2016	J	`jnl`	Fingerprinting Android packaging: Generating DNAs for malware detection. Digit. Investig. ElMouatez Billah Karbab, Mourad Debbabi, Djedjiga Mouheb