Introduction and Preliminary Concepts in XAI for Cybersecurity

Apuntes

IEEE Transactions on Network and Service Management A Survey on Explainable Artificial Intelligence for Cybersecurity Gaith Rjoub ∗† , Jamal Bentahar †§ , Omar Abdel Wahab ‡ , Rabeb Mizouni ¶ , Alyssa Song ∥ , Robin Cohen ∥ , Hadi Otrok ¶ , and Azzam Mourad ∗∗ †† ∗ King Hussein School of Computing Sciences, Princess Sumaya University for Technology, Jordan † Concordia Institute for Information Systems Engineering, Concordia University, Montreal, Canada ‡ Department of Computer and Software Engineering, Polytechnique Montr ́eal, Montr ́eal, Canada § Electrical Engineering and Computer Science Department, Khalifa University, Abu Dhabi, UAE ¶ Center of Cyber-Physical Systems (C2PS), Department of EECS, Khalifa University, Abu Dhabi, UAE ∥ David R. Cheriton School of Computer Science, University of Waterloo, Canada ∗∗ Cyber Security Systems and Applied AI Research Center, Dept. of CSM, Lebanese American University †† Division of Science, New York University, Abu Dhabi, UAE Email: g.rjoub@psut.edu.jo, bentahar@ciise.concordia.ca, omar.abdul-wahab@polymtl.ca, rabeb.mizouni@ku.ac.ae, a8song@uwaterloo.ca, rcohen@uwaterloo.ca, hadi.otrok@ku.ac.ae, azzam.mourad@lau.edu.lb Abstract—The “black...