Pere Barlet‐Ros

1. Is Machine Learning Ready for Traffic Engineering Optimization?
   2021/09/03 by Guillermo Bernárdez, José Suárez-Varela, José Suárez‐Varela +16 · 1 voice · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Software System Performance and Reliability #Software-Defined Networks and 5G #cs.AI #cs.LG #cs.NI
2. RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation
   2022/02/28 by Miquel Ferriol-Galmés, Krzysztof Rusek, Ferriol-Galmés, Miquel +11 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Software-Defined Networks and 5G #Software System Performance and Reliability
3. RouteNet-Fermi: Network Modeling With Graph Neural Networks
   2023/05/08 by Miquel Ferriol-Galmés, Jordi Paillissé, Jordi Paillisse +10 · 5 citations
   Computer Science · #Software-Defined Networks and 5G #Advanced Graph Neural Networks #Network Traffic and Congestion Control
4. A Survey on Web Tracking: Mechanisms, Implications, and Defenses
   2017/03/06 by Tomasz Bujlow, Valentín Carela-Español, Beom-Ryeol Lee +1 · 3 citations
   Computer Science · #Advanced Malware Detection Techniques #Internet Traffic Analysis and Secure E-voting #Spam and Phishing Detection
5. Web Tracking: Mechanisms, Implications, and Defenses
   2015/07/28 by Tomasz Bujlow, Bujlow, Tomasz, Valentín Carela-Español +7 · 1 citation
   Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy, Security, and Data Protection #Spam and Phishing Detection #cs.CR #cs.CY
6. Scaling Graph-based Deep Learning models to larger networks
   2021/10/04 by Miquel Ferriol-Galmés, Ferriol-Galmés, Miquel, José Suárez‐Varela +7 · 1 citation
   Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Graph Theory and Algorithms
7. Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies
   2022/02/01 by Carlos Güemes-Palau, Paul Almasan, Güemes-Palau, Carlos +11 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
8. Proximal Policy Optimization with Graph Neural Networks for Optimal Power Flow
   2022/12/23 by Ángela López-Cardona, López-Cardona, Ángela, Guillermo Bernárdez +5 · 1 citation
   Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Optimal Power Flow Distribution #Power System Optimization and Stability #Power Systems Fault Detection
9. A first look into Utiq: Next-generation cookies at the ISP level
   2024/05/15 by Ismael Castell-Uroz, Castell-Uroz, Ismael, Pere Barlet‐Ros +2 · 1 voice
   Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Networking and Internet Architecture (cs.NI) #Privacy, Security, and Data Protection #Spam and Phishing Detection #cs.CR #cs.NI
10. Building a Graph-based Deep Learning network model from captured traffic traces
    2023/10/18 by Carlos Güemes-Palau, Güemes-Palau, Carlos, Miquel Ferriol-Galmés +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Software System Performance and Reliability #Software-Defined Networks and 5G
11. Towards a graph-based foundation model for network traffic analysis
    2024/09/12 by Louis Van Langendonck, Ismael Castell-Uroz, Van Langendonck, Louis +3 · 1 citation
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Cryptography and Security (cs.CR) #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)
12. PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Security
    2024/06/19 by Louis Van Langendonck, Ismael Castell-Uroz, Van Langendonck, Louis +3 · 1 citation
    Computer Science · #Network Security and Intrusion Detection #Internet Traffic Analysis and Secure E-voting