Pietro Carnelli

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 12

Top Topics

Attack Detection

Intrusion Detection

Learning Systems

Top Venues

Publications

Jikun Gao, Ioannis Mavromatis, Peizheng Li, Pietro Carnelli, Aftab Khan
Mitigating System Bias in Resource Constrained Asynchronous Federated Learning Systems. CoRR (2024)
Alexander Herzog, Robbie Southam, Othmane Belarbi, Saif Anwar, Marcello Bullo, Pietro Carnelli, Aftab Khan
Selective Updates and Adaptive Masking for Communication-Efficient Federated Learning. IEEE Trans. Green Commun. Netw. 8 (2) (2024)
Ioannis Mavromatis, Theodoros Spyridopoulos, Pietro Carnelli, Woon Hau Chin, Ahmed Khalil, Jennifer Chakravarty, Lucia Cipolina Kun, Robert J. Piechocki, Colin Robbins, Daniel Cunnington, Leigh Chase, Lamogha Chiazor, Chris Preston, Rahul, Aftab Khan
Cybersecurity in Motion: A Survey of Challenges and Requirements for Future Test Facilities of CAVs. CoRR (2023)
Othmane Belarbi, Theodoros Spyridopoulos, Eirini Anthi, Ioannis Mavromatis, Pietro Carnelli, Aftab Khan
Federated Deep Learning for Intrusion Detection in IoT Networks. CoRR (2023)
Ioannis Mavromatis, Stefano De Feo, Pietro Carnelli, Robert J. Piechocki, Aftab Khan
FROST: Towards Energy-efficient AI-on-5G Platforms - A GPU Power Capping Evaluation. CoRR (2023)
Jonas Paulavicius, Pietro Carnelli, Robert J. Piechocki, Aftab Khan
Client Tuned Federated Learning for RSSI-based Indoor Localisation. CCNC (2023)
Hamdi Friji, Ioannis Mavromatis, Adrián Sánchez-Mompó, Pietro Carnelli, Alexis Olivereau, Aftab Khan
Multi-stage Attack Detection and Prediction Using Graph Neural Networks: An IoT Feasibility Study. TrustCom (2023)
Ioannis Mavromatis, Adrián Sánchez-Mompó, Francesco Raimondo, James Pope, Marcello Bullo, Ingram Weeks, Vijay Kumar, Pietro Carnelli, George Oikonomou, Theodoros Spyridopoulos, Aftab Khan
LE3D: A Lightweight Ensemble Framework of Data Drift Detectors for Resource-Constrained Devices. CCNC (2023)
Marcello Bullo, Seifallah Jardak, Pietro Carnelli, Deniz Gündüz
Sustainable Edge Intelligence Through Energy-Aware Early Exiting. MLSP (2023)
Marcello Bullo, Seifallah Jardak, Pietro Carnelli, Deniz Gündüz
Sustainable Edge Intelligence Through Energy-Aware Early Exiting. CoRR (2023)
Diya Anand, Ioannis Mavromatis, Pietro Carnelli, Aftab Khan
A Federated Learning-enabled Smart Street Light Monitoring Application: Benefits and Future Challenges. MORSE@MobiCom (2022)
James Pope, Jinyuan Liang, Vijay Kumar, Francesco Raimondo, Xinyi Sun, Ryan McConville, Thomas Pasquier, Robert J. Piechocki, George Oikonomou, Bo Luo, Dan Howarth, Ioannis Mavromatis, Adrián Sánchez-Mompó, Pietro Carnelli, Theodoros Spyridopoulos, Aftab Khan
Resource-Interaction Graph: Efficient Graph Representation for Anomaly Detection. CoRR (2022)