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MARCHETTO, GUIDO

MARCHETTO, GUIDO  

Dipartimento di Automatica e Informatica  

015020  

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Citazione Data di pubblicazione Autori File
Formal Verification and Mitigation of Vulnerabilities in the IMDGuard Protocol / Coduri, Christian; Sacco, Alessio; Marchetto, Guido; Sisto, Riccardo. - (In corso di stampa). ( The 24th International Conference on Pervasive Computing and Communications (PerCom 2026) Pisa (IT) 16-20 March 2026). In corso di stampa Coduri, ChristianSacco, AlessioMarchetto, GuidoSisto, Riccardo a6-coduri final.pdf
AgriSmart: An IoT-enabled framework for agricultural resource optimization / Tao, Xu; Butcher, Jackson; Cumini, Christian; Talasila, Mounica; Montserrat, Salmeron Cortasa; Sacco, Alessio; Popp, Michael; Marchetto, Guido; Silvestri, Simone. - In: COMPUTER COMMUNICATIONS. - ISSN 0140-3664. - ELETTRONICO. - 248:(2026). [10.1016/j.comcom.2026.108416] 1-gen-2026 Sacco, AlessioMarchetto, Guido + 1-s2.0-S014036642600006X-main.pdf; ComCom_Journal_revision___copy.pdf
TCP-HAR: On-Device Transferable and Copyright-Preserving Human Activity Recognition / Sacco, Alessio; Palermo, Bruno; Figliolino, Giulio; Contoli, Chiara; Marchetto, Guido; Esposito, Flavio. - In: PERVASIVE AND MOBILE COMPUTING. - ISSN 1574-1192. - ELETTRONICO. - 117:(2026). [10.1016/j.pmcj.2026.102163] 1-gen-2026 Sacco, AlessioPalermo, BrunoFigliolino, GiulioMarchetto, Guido + 1-s2.0-S1574119226000040-main.pdf
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions / Aouedi, Ons; Vu, Thai-Hoc; Sacco, Alessio; Nguyen, Dinh C.; Piamrat, Kandaraj; Marchetto, Guido; Pham, Quoc-Viet. - In: IEEE COMMUNICATIONS SURVEYS AND TUTORIALS. - ISSN 1553-877X. - ELETTRONICO. - 27:2(2025), pp. 1238-1292. [10.1109/COMST.2024.3430368] 1-gen-2025 Alessio SaccoGuido Marchetto + A_Survey_on_Intelligent_Internet_of_Things_Applications_Security_Privacy_and_Future_Directions.pdf
ClearNET: Enhancing Transparency in Opaque Network Models using eXplainable AI (XAI) for Efficient Traffic Engineering / Zilli, Cristian; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 22:4(2025), pp. 3617-3631. [10.1109/TNSM.2025.3567654] 1-gen-2025 Cristian ZilliAlessio SaccoGuido Marchetto + ClearNET___TNSM_25.pdf; ClearNET_Enhancing_Transparency_in_Opaque_Network_Models_Using_Explainable_AI_XAI_for_Efficient_Traffic_Engineering.pdf
Dealing With Challenged IoT Networks in Hierarchical Federated Learning / Sacco, Alessio; Monaco, Doriana; Marchetto, Guido; Montuschi, Paolo. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - ELETTRONICO. - 12:18(2025), pp. 36979-36992. [10.1109/JIOT.2025.3580627] 1-gen-2025 Alessio SaccoDoriana MonacoGuido MarchettoPaolo Montuschi HPFL___IoTJ___accept.pdf; Dealing_With_Challenged_IoT_Networks_in_Hierarchical_Federated_Learning.pdf
Enforcing Security Policies in the Application Layer and the Data Plane / Rinaudi, Federico; Sacco, Alessio; Marchetto, Guido. - ELETTRONICO. - (2025). ( 2025 21st International Conference on Network and Service Management (CNSM) Bologna (ITA) 27 - 31 October 2025) [10.23919/CNSM67658.2025.11297512]. 1-gen-2025 Federico RinaudiAlessio SaccoGuido Marchetto 1571190298 final (2).pdf; Enforcing_Security_Policies_in_the_Application_Layer_and_the_Data_Plane.pdf
FertilizeSmart: Exploiting IoT and Differential Evolution for Optimizing Crop Fertilization / Tao, Xu; Cumini, Christian; Sacco, Alessio; Silvestri, Simone; Cortasa Montserrat, Salmeron; Marchetto, Guido. - ELETTRONICO. - (2025), pp. 1-8. ( 2025 20th Wireless On-Demand Network Systems and Services Conference (WONS) Hintertux, Austria 27-29 January 2025). 1-gen-2025 Christian CuminiAlessio SaccoGuido Marchetto + FertilizeSmart_Exploiting_IoT_and_Differential_Evolution_for_Optimizing_Crop_Fertilization.pdf; 1571097156 final.pdf
Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning / Serra, Cristiano; Paolini, Emilio; Immich, Roger; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio. - ELETTRONICO. - (2025), pp. 1-6. ( 2025 IEEE 26th International Conference on High Performance Switching and Routing (HPSR) Suita, Osaka (JPN) 20-22 May 2025) [10.1109/HPSR64165.2025.11038888]. 1-gen-2025 Cristiano SerraAlessio SaccoGuido Marchetto + 2025_HPSR_Flecto (1).pdf; Flecto_Cross-Layer_Adaptive_Congestion_Control_with_Reinforcement_Learning.pdf
Intent-Based Kubernetes Configuration via LLMs: Current Trends and Open Challenges / Sacco, Alessio; Zilli, Cristian; Marchetto, Guido. - (2025), pp. 1-7. ( 2025 IEEE 50th Conference on Local Computer Networks (LCN) Sydney, Australia 13-16 October 2025) [10.1109/lcn65610.2025.11146359]. 1-gen-2025 Sacco, AlessioZilli, CristianMarchetto, Guido Intent-Based_Kubernetes_Configuration_via_LLMs_Current_Trends_and_Open_Challenges.pdf; LCN_2025___k8s_with_LLM (1).pdf
LLNet: An Intent-Driven Approach to Instructing Softwarized Network Devices Using a Small Language Model / Angi, Antonino; Sacco, Alessio; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 22:4(2025), pp. 3403-3418. [10.1109/tnsm.2025.3570017] 1-gen-2025 Angi, AntoninoSacco, AlessioMarchetto, Guido TNSM_2025___LLNet___accept.pdf; LLNet_An_Intent-Driven_Approach_to_Instructing_Softwarized_Network_Devices_Using_a_Small_Language_Model.pdf
MARS: Multi-Agent Deep Reinforcement Learning for Complex Environment Exploration / Gervino, Francesco; Eirale, Andrea; Chiaberge, Marcello; Sacco, Alessio; Marchetto, Guido; Casetti, Claudio. - ELETTRONICO. - (2025), pp. 1-6. ( 22nd IEEE Consumer Communications and Networking Conference, CCNC 2025 Las Vegas, NV (USA) 10-13 January 2025) [10.1109/ccnc54725.2025.10976107]. 1-gen-2025 Gervino, FrancescoEirale, AndreaChiaberge, MarcelloSacco, AlessioMarchetto, GuidoCasetti, Claudio MARS_Multi-Agent_Deep_Reinforcement_Learning_for_Complex_Environment_Exploration.pdf; MARS___ROBOCOM_24.pdf
Optimizing Model Pruning in Decentralized Learning Networks with DFL-Trim / Pinto, Andrea; Masci, Alessandro; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio. - ELETTRONICO. - (2025), pp. 189-193. ( 11th IEEE International Conference on Network Softwarization, NetSoft 2025 Budapest (HUN) 23-27 June 2025) [10.1109/netsoft64993.2025.11080578]. 1-gen-2025 Sacco, AlessioMarchetto, Guido + Optimizing_Model_Pruning_in_Decentralized_Learning_Networks_with_DFL-Trim.pdf; DFL_Trim___NetSoft_2025__short_.pdf
Real-time latency prediction for cloud gaming applications / Monaco, Doriana; Sacco, Alessio; Spina, Daniele; Strada, Francesco; Bottino, Andrea; Cerquitelli, Tania; Marchetto, Guido. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - 264:(2025). [10.1016/j.comnet.2025.111235] 1-gen-2025 Monaco, DorianaSacco, AlessioSpina, DanieleStrada, FrancescoBottino, AndreaCerquitelli, TaniaMarchetto, Guido 1-s2.0-S1389128625002038-main.pdf
RobinHood: Collaborative Burst Mitigation Through in-Network Packet Deflection / Pantano, Lorenzo; Zilli, Cristian; Pappone, Lorenzo; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio. - ELETTRONICO. - (2025), pp. 5890-5895. ( 2025 IEEE International Conference on Communications, ICC 2025 Montreal, QC (CAN) 08-12 June 2025) [10.1109/icc52391.2025.11160876]. 1-gen-2025 Pantano, LorenzoZilli, CristianSacco, AlessioMarchetto, Guido + RobinHood_Collaborative_Burst_Mitigation_Through_in-Network_Packet_Deflection.pdf; RobinHood_ICC_2025.pdf
Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning / Monaco, Doriana; Sacco, Alessio; Casetti, Claudio; Marchetto, Guido. - (2025). ( NOMS 2025-2025 IEEE Network Operations and Management Symposium Honolulu (USA) 12–16 May 2025) [10.1109/NOMS57970.2025.11073729]. 1-gen-2025 Doriana MonacoAlessio SaccoClaudio CasettiGuido Marchetto RL_scheduler___NOMS_2025-4.pdf; Scheduling_Latency-Sensitive_Tasks_in_the_Cloud_Continuum_with_Hierarchical_Reinforcement_Learning.pdf
Automation for network security configuration: state of the art and research trends / Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio. - In: ACM COMPUTING SURVEYS. - ISSN 0360-0300. - ELETTRONICO. - 56:3(2024), pp. 1-37. [10.1145/3616401] 1-gen-2024 Daniele BringhentiGuido MarchettoRiccardo SistoFulvio Valenza Survey_AcceptedManuscript.pdf; Survey_PublishedManuscript.pdf
Delay-Aware Routing in Software-Defined Networks via Network Tomography and Reinforcement Learning / Tao, Xu; Monaco, Doriana; Sacco, Alessio; Silvestri, Simone; Marchetto, Guido. - In: IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING. - ISSN 2327-4697. - ELETTRONICO. - 11:4(2024), pp. 3383-3397. [10.1109/TNSE.2024.3371384] 1-gen-2024 Doriana MonacoAlessio SaccoGuido Marchetto + Delay-Aware_Routing_in_Software-Defined_Networks_via_Network_Tomography_and_Reinforcement_Learning.pdf; IEEE_TNSE_Journal___Network_Tomography_final_version.pdf
Inferring Visibility of Internet Traffic Matrices Using eXplainable AI / Zilli, Cristian; Sacco, Alessio; Monaco, Doriana; Okafor, Okwudilichukwu; Esposito, Flavio; Marchetto, Guido. - (2024). ( IEEE/IFIP Network Operations and Management Symposium Seoul, South Korea 6–10 May 2024) [10.1109/NOMS59830.2024.10575173]. 1-gen-2024 Zilli,CristianSacco,AlessioMonaco,DorianaMarchetto,Guido + XAI_and_TM_completion___IPSN_2024.pdf; Inferring_Visibility_of_Internet_Traffic_Matrices_Using_eXplainable_AI.pdf
Latency-aware Scheduling in the Cloud-Edge Continuum / Chiaro, Cristopher; Monaco, Doriana; Sacco, Alessio; Casetti, Claudio; Marchetto, Guido. - (2024). ( IEEE/IFIP Network Operations and Management Symposium Seoul, South Korea 6–10 May 2024) [10.1109/noms59830.2024.10575183]. 1-gen-2024 Chiaro, CristopherMonaco, DorianaSacco, AlessioCasetti, ClaudioMarchetto, Guido Latency-aware_Scheduling_in_the_Cloud-Edge_Continuum.pdf; Scheduling_continuum___NOMS_2024__short____accept.pdf