WS-9.2

Interpretability and Complexity Reduction in IoT Network Anomaly Detection via XAI

Alfredo Nascita, Raffaele Carillo, Federica Giampetraglia, Antonio Iacono, Valerio Persico, Antonio Pescapé, University of Napoli Federico II, Italy
Session:
WS-9: SPID-CPS: Signal Processing for resilient Intrusion Detection in Cyber-Physical Systems Lecture
Track:
Satellite Workshops
Location:
Workshop Lectures
Presentation Time:
Fri, 19 Apr, 13:34 - 13:58 (UTC +9)
Presentation
Discussion
Resources
No resources available.
Session WS-9
WS-9.1: Robust Filtering of Distributed Cyber-Physical Systems with Cyber-Attack Detection
Hongwei Wang, Xi Zheng, University of Electronic Science and Technology of China, China
WS-9.2: Interpretability and Complexity Reduction in IoT Network Anomaly Detection via XAI
Alfredo Nascita, Raffaele Carillo, Federica Giampetraglia, Antonio Iacono, Valerio Persico, Antonio Pescapé, University of Napoli Federico II, Italy
WS-9.3: Empowering Network Security with Autoencoders
Antonino Ferraro, Valerio La Gatta, Marco Postiglione, University of Naples Federico II, Italy
WS-9.4: Anomaly Detection in Cyber-Physical Systems: a case study on Pump Health Monitoring
Giancarlo Sperlì, Andrea Vignali, Università degli Studi di Napoli Federico II, Italy
WS-9.5: DEEP SUB-IMAGE SAMPLING BASED DEFENSE AGAINST SPATIAL-DOMAIN ADVERSARIAL STEGANOGRAPHY
Xinyu Huang, Northwestern Polytechnical University, China; Yuwen Cao, Northwestern Polytechnical University, and Donghua University, China; Tomoaki Ohtsuki, Keio University, Japan
Contacts