Archivio Istituzionale della RicercaSACCO, ALESSIO
SACCO, ALESSIO
Dipartimento di Automatica e Informatica
030490
Binocular: Dual-Plane Anomaly Detection with In-Switch Inference and Control-Plane Refinement
2026 Geraci, Simone; Pappone, Lorenzo; Sacco, Alessio; Esposito, Flavio
BRAT: An Intent-to-Kubernetes Translation via LLM Fine-Tuning
2026 Angi, A.; Nedoshivina, L.; Sacco, A.; Braghin, S.; Purcell, M.
Formal Verification and Mitigation of Vulnerabilities in the IMDGuard Protocol
2026 Coduri, Christian; Sacco, Alessio; Marchetto, Guido; Sisto, Riccardo
GLASS: Knowledge Graph-Guided for LLM-Assisted Semantic Communication
2026 Bacaloni, Loris; Sacco, Alessio
Injecting Textual Spatial Context into Vision-Language Models for Surgical Scene Understanding
2026 Martignano, Antonio; Guo, Lin; Camerota, Chiara; Sacco, Alessio; Esposito, Flavio
MERGE: Multi-Scenario Embedding for Robust Generalization in Network Anomaly Detection
2026 Colella, Christian; Serra, Cristiano; Sacco, Alessio; Marchetto, Guido
A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest
2025 Angi, Antonino; Nedoshivina, Liubov; Sacco, Alessio; Braghin, Stefano; Purcell, Mark
Enforcing Security Policies in the Application Layer and the Data Plane
2025 Rinaudi, Federico; Sacco, Alessio; Marchetto, Guido
FertilizeSmart: Exploiting IoT and Differential Evolution for Optimizing Crop Fertilization
2025 Tao, Xu; Cumini, Christian; Sacco, Alessio; Silvestri, Simone; Cortasa Montserrat, Salmeron; Marchetto, Guido
Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning
2025 Serra, Cristiano; Paolini, Emilio; Immich, Roger; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio
Intent-Based Kubernetes Configuration via LLMs: Current Trends and Open Challenges
2025 Sacco, Alessio; Zilli, Cristian; Marchetto, Guido
MAESTRO: Supporting Real-Time Segmentation Networks on Surgical Systems via Edge Computing
2025 Guo, Lin; Fiorella, Francesco; Pinto, Andrea; Sacco, Alessio; Mahmoud, Mohammad; Esposito, Flavio
MARS: Multi-Agent Deep Reinforcement Learning for Complex Environment Exploration
2025 Gervino, Francesco; Eirale, Andrea; Chiaberge, Marcello; Sacco, Alessio; Marchetto, Guido; Casetti, Claudio
Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning
2025 Pappone, Lorenzo; Sacco, Alessio; Esposito, Flavio
Optimizing Model Pruning in Decentralized Learning Networks with DFL-Trim
2025 Pinto, Andrea; Masci, Alessandro; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio
PathSafe: Secure Path Verification in Software-Defined Networks
2025 Monaco, Doriana; Antonijevi´c, Nikola; Duttagupta, Sayon; Singel´ee, Dave; Sacco, Alessio; Marin, Eduard; Preneel, Bart
Privacy Analysis of Oblivious DNS over HTTPS: A Website Fingerprinting Study
2025 Amir Salari, Mohammad; Kumar, Abhinav; Rinaudi, Federico; Tourani, Reza; Sacco, Alessio; Esposito, Flavio
RobinHood: Collaborative Burst Mitigation Through in-Network Packet Deflection
2025 Pantano, Lorenzo; Zilli, Cristian; Pappone, Lorenzo; Sacco, Alessio; Marchetto, Guido; Esposito, Flavio
Scheduling Inference Workloads in the Computing Continuum with Reinforcement Learning
2025 Castellano, Gabriele; Nieto, Juan-José; Angi, Antonino; Àlvarez Terribas, Francisco; Luque, Jordi; Diego Andilla, Ferrán; Sacco, Alessio; Esposito, Flavio; Risso, Fulvio
Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning
2025 Monaco, Doriana; Sacco, Alessio; Casetti, Claudio; Marchetto, Guido
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Binocular: Dual-Plane Anomaly Detection with In-Switch Inference and Control-Plane Refinement / Geraci, S., Pappone, L., Sacco, A., Esposito, F.. - ELETTRONICO. - (2026), pp. 28-36. (2026 IEEE 12th International Conference on Network Softwarization (NetSoft) Berlin, Germany 29 June - 03 July 2026) [10.1109/netsoft70012.2026.11603508]. | 1-gen-2026 | Geraci, SimoneSacco, Alessio + | Binocular_Dual-Plane_Anomaly_Detection_with_In-Switch_Inference_and_Control-Plane_Refinement.pdf; BINOCULAR___NetSoft_2026 (1).pdf |
| BRAT: An Intent-to-Kubernetes Translation via LLM Fine-Tuning / Angi, A., Nedoshivina, L., Sacco, A., Braghin, S., Purcell, M.. - (2026), pp. 1-6. (27th IEEE International Conference on High Performance Switching and Routing, HPSR 2026 Montreal, QC, Canada 17-19 June 2026) [10.1109/HPSR68369.2026.11615170]. | 1-gen-2026 | Angi A.Sacco A. + | BRAT_An_Intent-to-Kubernetes_Translation_via_LLM_Fine-Tuning.pdf; BRAT_2026.pdf |
| Formal Verification and Mitigation of Vulnerabilities in the IMDGuard Protocol / Coduri, C., Sacco, A., Marchetto, G., Sisto, R.. - (2026). (The 24th International Conference on Pervasive Computing and Communications (PerCom 2026) Pisa (IT) 16-20 March 2026) [10.1109/PerComWorkshops68308.2026.11585400]. | 1-gen-2026 | Coduri, ChristianSacco, AlessioMarchetto, GuidoSisto, Riccardo | a6-coduri final.pdf; Formal_Verification_and_Mitigation_of_Vulnerabilities_in_the_IMDGuard_Protocol.pdf |
| GLASS: Knowledge Graph-Guided for LLM-Assisted Semantic Communication / Bacaloni, L., Sacco, A.. - ELETTRONICO. - (2026), pp. 31-38. (24th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and WirelessNetworks, WiOpt 2026 Columbus, OH (USA) 03-06 June 2026) [10.23919/wiopt71098.2026.11568247]. | 1-gen-2026 | Sacco, Alessio + | GLASS_Knowledge_Graph-Guided_for_LLM-Assisted_Semantic_Communication.pdf; LLM_semantic_communication___MOSC_2026 (1).pdf |
| Injecting Textual Spatial Context into Vision-Language Models for Surgical Scene Understanding / Martignano, A., Guo, L., Camerota, C., Sacco, A., Esposito, F.. - ELETTRONICO. - (2026), pp. 1-5. (Medical Imaging with Deep Learning (MIDL) 2025 Taipei, Taiwan July 8–10, 2026). | 1-gen-2026 | Alessio Sacco + | 109_Injecting_Textual_Spatial_.pdf |
| MERGE: Multi-Scenario Embedding for Robust Generalization in Network Anomaly Detection / Colella, C., Serra, C., Sacco, A., Marchetto, G.. - ELETTRONICO. - (2026), pp. 463-468. (IEEE NetSoft 2026 - 5th International Workshop on Edge Network Softwarization Berlin, Germany 29 June - 03 July 2026) [10.1109/netsoft70012.2026.11603479]. | 1-gen-2026 | Colella, ChristianSerra, CristianoSacco, AlessioMarchetto, Guido | MERGE_Multi-Scenario_Embedding_for_Robust_Generalization_in_Network_Anomaly_Detection.pdf; MERGE_2026.pdf |
| A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest / Angi, A., Nedoshivina, L., Sacco, A., Braghin, S., Purcell, M.. - ELETTRONICO. - 6: Industry Track:(2025), pp. 345-354. (63rd Annual Meeting of the Association for Computational Linguistics Vienna (AT) July 27–August 1st, 2025) [10.18653/v1/2025.acl-industry.27]. | 1-gen-2025 | Angi, AntoninoSacco, Alessio + | 2025.acl-industry.27.pdf |
| Enforcing Security Policies in the Application Layer and the Data Plane / Rinaudi, F., Sacco, A., Marchetto, G.. - 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, X.u., Cumini, C., Sacco, A., Silvestri, S., Cortasa Montserrat, S., Marchetto, G.. - 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, C., Paolini, E., Immich, R., Sacco, A., Marchetto, G., Esposito, F.. - 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, A., Zilli, C., Marchetto, G.. - (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 |
| MAESTRO: Supporting Real-Time Segmentation Networks on Surgical Systems via Edge Computing / Guo, L., Fiorella, F., Pinto, A., Sacco, A., Mahmoud, M., Esposito, F.. - ELETTRONICO. - (2025), pp. 1-5. (Medical Imaging with Deep Learning (MIDL) 2025 Salt Lake City (USA) 9-11 July 2025). | 1-gen-2025 | Francesco FiorellaAlessio Sacco + | 103_MAESTRO_Supporting_Real_Ti.pdf |
| MARS: Multi-Agent Deep Reinforcement Learning for Complex Environment Exploration / Gervino, F., Eirale, A., Chiaberge, M., Sacco, A., Marchetto, G., Casetti, C.. - 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 |
| Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning / Pappone, L., Sacco, A., Esposito, F.. - ELETTRONICO. - (2025), pp. 1507-1522. (2025 22nd USENIX Symposium on Networked Systems Design and Implementation (NSDI) Philadelphia (USA) April 28–30, 2025). | 1-gen-2025 | Alessio Sacco + | nsdi25-pappone.pdf |
| Optimizing Model Pruning in Decentralized Learning Networks with DFL-Trim / Pinto, A., Masci, A., Sacco, A., Marchetto, G., Esposito, F.. - 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 |
| PathSafe: Secure Path Verification in Software-Defined Networks / Monaco, D., Antonijevi´c, N., Duttagupta, S., Singel´ee, D., Sacco, A., Marin, E., Preneel, B.. - (2025). (NOMS 2025-2025 IEEE Network Operations and Management Symposium Honolulu (USA) 12–16 May 2025) [10.1109/NOMS57970.2025.11073644]. | 1-gen-2025 | Doriana MonacoAlessio Sacco + | PathSafe_NOMS_2025-2.pdf; PathSafe_Secure_Path_Verification_in_Software-Defined_Networks.pdf |
| Privacy Analysis of Oblivious DNS over HTTPS: A Website Fingerprinting Study / Amir Salari, M., Kumar, A., Rinaudi, F., Tourani, R., Sacco, A., Esposito, F.. - ELETTRONICO. - (2025), pp. 415-428. (55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Naples (ITA) June 23-26, 2025) [10.1109/DSN64029.2025.00048]. | 1-gen-2025 | Federico RinaudiAlessio Sacco + | ODoH__DSN_.pdf; Privacy_Analysis_of_Oblivious_DNS_over_HTTPS_a_Website_Fingerprinting_Study.pdf |
| RobinHood: Collaborative Burst Mitigation Through in-Network Packet Deflection / Pantano, L., Zilli, C., Pappone, L., Sacco, A., Marchetto, G., Esposito, F.. - 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 Inference Workloads in the Computing Continuum with Reinforcement Learning / Castellano, G., Nieto, J., Angi, A., Àlvarez Terribas, F., Luque, J., Diego Andilla, F., Sacco, A., Esposito, F., Risso, F.. - ELETTRONICO. - (2025), pp. 297-302. (IEEE International Conference on Distributed Computing Systems (ICDCS) Glasgow (UK) 20 July - 23 July 2025) [10.1109/ICDCSW63273.2025.00056]. | 1-gen-2025 | Castellano, GabrieleAngi, AntoninoSacco, AlessioRisso, Fulvio + | 36422_Scheduling_Inference_Wor.pdf; Scheduling_Inference_Workloads_in_the_Computing_Continuum_with_Reinforcement_Learning.pdf |
| Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning / Monaco, D., Sacco, A., Casetti, C., Marchetto, G.. - (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 |