Malik Al-Essa

According to our database, Malik Al-Essa authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

PANACEA: a neural model ensemble for cyber-threat detection.

Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba

Mach. Learn., July, 2024

Enhancing Cyber-threat detection coupling Deep Neural Ensemble Learning with XAI.

Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

2022

XAI to Explore Robustness of Features in Adversarial Training for Cybersecurity.

Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

An XAI-based adversarial training approach for cyber-threat detection.

Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

2021

Dealing with Imbalanced Data in Multi-class Network Intrusion Detection Systems Using XGBoost.

Malik Al-Essa, Annalisa Appice

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021