Rossi, Dario
- Deep Learning and Traffic Classification: Lessons learned from a commercial-grade dataset with hundreds of encrypted and zero-day applications
2021/04/07 by Lixuan Yang, Yang, Lixuan, Alessandro Finamore +5 · 3 citations
Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
- A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
2022/02/11 by Kevin Fauvel, Fauvel, Kevin, Fuxing Chen +3 · 3 citations
Computer Science · #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection #Adversarial Robustness in Machine Learning
- Thermalization and Criticality on an Analog-Digital Quantum Simulator
2024/05/27 by Trond I. Andersen, Nikita Astrakhantsev, Andersen, Trond I. +323 · 4 citations
Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
- A hands-on Assessment of Transport Protocols with Lower than Best Effort Priority
2010/06/15 by Carofiglio, Giovanna, Muscariello, Luca, Rossi, Dario +1 · 1 citation
#FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
- The quest for LEDBAT fairness
2010/06/15 by Giovanna Carofiglio, Luca Muscariello, Carofiglio, Giovanna +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Traffic and Congestion Control #Networking and Internet Architecture (cs.NI) #Peer-to-Peer Network Technologies
- Episodic Memories Generation and Evaluation Benchmark for Large Language Models
2025/01/21 by Alexis Huet, Zied Ben Houidi, Huet, Alexis +3 · 6 citations
Computer Science · #Topic Modeling
- Data Augmentation for Traffic Classification
2024/01/19 by Wang, Chao, Finamore, Alessandro, Michiardi, Pietro +2 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
- FENXI: Deep-learning Traffic Analytics at the Edge
2021/05/25 by Massimo Gallo, Alessandro Finamore, Gallo, Massimo +5 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Traffic Prediction and Management Techniques
- Human readable network troubleshooting based on anomaly detection and feature scoring
2021/08/26 by Navarro, Jose M., Huet, Alexis, Rossi, Dario · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
- Quality Monitoring and Assessment of Deployed Deep Learning Models for Network AIOps
2022/02/28 by Lixuan Yang, Yang, Lixuan, Dario Rossi +1 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Software System Performance and Reliability