| 2026 | Networking | Trustworthy Network Intrusion Detection Systems for IoMT: Explainability and Optimization. | Donato D'Ambrosio, Alfredo Nascita, Antonio Montieri, Antonio Pescap |
| 2026 | Networking | When Explanations Help Attackers: XAI-Guided Adversarial Attacks to Network Intrusion Detection Systems. | Gabriele Mangiacapre, Alfredo Nascita, Francesco Cerasuolo, Antonio Montieri, Antonio Pescap |
| 2026 | SmartComp | Explainable Quantum Machine Learning for IoMT Security: Evaluating Quantum Advantage. | Vincenzo Spadari, Alfredo Nascita, Idio Guarino, Domenico Ciuonzo, Antonio Pescap |
| 2025 | CNSM | Enhancing Data Offloading in Urban Networks via Machine Learning-based Mobility Prediction. | Ilaria Mangiacapra, Paulo M. M. Carvalho, Antonio Montieri, Antonio Pescap, Emanuel Lima, Solange Rito Lima |
| 2025 | GLOBECOM | Rapid Few-Shot Learning for Resilient Multi-Domain Intrusion Detection. | Davide Di Monda, Furquan Rustam, Anca Delia Jurcut, Antonio Pescap |
| 2025 | IJCNN | Localizing and Exploiting Concept Areas in LLMs for Downstream Classification Tasks. | Alfredo Nascita, Jonatan Krolikowski, Valerio Persico, Antonio Pescap, Dario Rossi |
| 2025 | INFOCOM | Towards Network Intrusion Detection via Quantum Machine Learning: A Reality Check. | Vincenzo Spadari, Idio Guarino, Domenico Ciuonzo, Antonio Pescap |
| 2025 | Networking | Analyzing the Impact of Encryption on Traffic Classification through Explainable AI. | Davide Di Monda, Alfredo Nascita, Raffaele Carillo, Antonio Pescap |
| 2024 | GLOBECOM | Explainable Few-Shot Class Incremental Learning for Mobile Network Traffic Classification. | Francesco Cerasuolo, Giampaolo Bovenzi, Vincenzo Spadari, Domenico Ciuonzo, Antonio Pescap |
| 2024 | ICASSP | Interpretability and Complexity Reduction in Iot Network Anomaly Detection Via XAI. | Alfredo Nascita, Raffaele Carillo, Federica Giampetraglia, Antonio Iacono, Valerio Persico, Antonio Pescap |
| 2024 | ISCC | An MLOps Framework for Explainable Network Intrusion Detection with MLflow. | Vincenzo Spadari, Francesco Cerasuolo, Giampaolo Bovenzi, Antonio Pescap |
| 2024 | Networking | XAI for Interpretable Multimodal Architectures with Contextual Input in Mobile Network Traffic Classification. | Francesco Cerasuolo, Idio Guarino, Vincenzo Spadari, Giuseppe Aceto, Antonio Pescap |
| 2024 | WiMob | Mirage-AppAct-2024: A Novel Dataset for Mobile App and Activity Traffic Analysis. | Idio Guarino, Domenico Ciuonzo, Antonio Montieri, Antonio Pescap |
| 2023 | INFOCOM | Few Shot Learning Approaches for Classifying Rare Mobile-App Encrypted Traffic Samples. | Giampaolo Bovenzi, Davide Di Monda, Antonio Montieri, Valerio Persico, Antonio Pescap |
| 2022 | INFOCOM | Machine and Deep Learning Approaches for IoT Attack Classification. | Alfredo Nascita, Francesco Cerasuolo, Davide Di Monda, Jonas Thern Aberia Garcia, Antonio Montieri, Antonio Pescap |
| 2022 | ISCC | A First Look at Accurate Network Traffic Generation in Virtual Environments. | Giuseppe Aceto, Ciro Guida, Antonio Montieri, Valerio Persico, Antonio Pescap |
| 2022 | ISCC | A Comparison of Machine and Deep Learning Models for Detection and Classification of Android Malware Traffic. | Giampaolo Bovenzi, Francesco Cerasuolo, Antonio Montieri, Alfredo Nascita, Valerio Persico, Antonio Pescap |
| 2022 | Networking | Prediction of Mobile-App Network-Video-Traffic Aggregates using Multi-task Deep Learning. | Lorenzo Pappone, Francesco Cerasuolo, Valerio Persico, Domenico Ciuonzo, Antonio Pescap, Flavio Esposito |
| 2022 | TrustCom | Hierarchical Classification of Android Malware Traffic. | Giampaolo Bovenzi, Valerio Persico, Antonio Pescap, Anna Piscitelli, Vincenzo Spadari |
| 2020 | GLOBECOM | A Hierarchical Hybrid Intrusion Detection Approach in IoT Scenarios. | Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescap |
| 2020 | ISCC | A network performance view of a biobanking system for diagnostic images. | Giusy Esposito, Giulio Pagliari, Gianluca Coppola, Marco Aiello, Marco Salvatore, Giuseppe Aceto, Antonio Pescap |
| 2019 | GLOBECOM | Characterizing Cloud-to-User Latency as Perceived by AWS and Azure Users Spread over the Globe. | Fabio Palumbo, Giuseppe Aceto, Alessio Botta, Domenico Ciuonzo, Valerio Persico, Antonio Pescap |
| 2019 | NetSoft | Scalable Provisioning of Virtual Network Functions via Supervised Learning. | Alessio Scalingi, Flavio Esposito, Waqar Muhammad, Antonio Pescap |
| 2019 | PIMRC | Decision Fusion Rules in Ambient Backscatter Wireless Sensor Networks. | Domenico Ciuonzo, Giacinto Gelli, Antonio Pescap, Francesco Verde |
| 2018 | APCC | Evaluation of SDN-based bandwidth estimation in Mobile Broad Band networks. | Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Haiming Chen, Antonio Pescap |
| 2018 | CNSM | Available Bandwidth vs. Achievable Throughput Measurements in 4G Mobile Networks. | Giuseppe Aceto, Fabio Palumbo, Valerio Persico, Antonio Pescap |
| 2018 | GLOBECOM | Speeding-Up DPI Traffic Classification with Chaining. | Hossein Doroud, Giuseppe Aceto, Walter de Donato, Elnaz Alizadeh Jarchlo, Andrs Marn Lpez, Csar D. Guerrero, Antonio Pescap |
| 2017 | GLOBECOM | Traffic Classification of Mobile Apps through Multi-Classification. | Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescap |
| 2017 | HealthCom | Socio-technical approach to engineer gigabit app performance for physicaltherapy-as-a-service. | Ronny Bazan Antequera, Prasad Calyam, Dmitrii Chemodanov, Walter de Donato, Anup K. Mishra, Antonio Pescap, Marjorie Skubic |
| 2016 | CANS | Internet Censorship in Italy: A First Look at 3G/4G Networks. | Giuseppe Aceto, Antonio Montieri, Antonio Pescap |
| 2016 | GLOBECOM | A First Look at Public-Cloud Inter-Datacenter Network Performance. | Valerio Persico, Alessio Botta, Antonio Montieri, Antonio Pescap |
| 2016 | ISCC | An efficient partial coverage algorithm for wireless sensor networks. | Habib Mostafaei, Antonio Montieri, Valerio Persico, Antonio Pescap |
| 2016 | LANMAN | How and how much traceroute confuses our understanding of network paths. | Pietro Marchetta, Antonio Montieri, Valerio Persico, Antonio Pescap, talo S. Cunha, Ethan Katz-Bassett |
| 2016 | Networking | MC3: A cloud caching strategy for next generation virtual content distribution networks. | Pietro Marchetta, Jaime Llorca, Antonia M. Tulino, Antonio Pescap |
| 2016 | NSDI | Sibyl: A Practical Internet Route Oracle. | talo Cunha, Pietro Marchetta, Matt Calder, Yi-Ching Chiu, Brandon Schlinker, Bruno V. A. Machado, Antonio Pescap, Vasileios Giotsas, Harsha V. Madhyastha, Ethan Katz-Bassett |
| 2016 | SAC | Available bandwidth measurement in software defined networks. | Pter Megyesi, Alessio Botta, Giuseppe Aceto, Antonio Pescap, Sndor Molnr |
| 2015 | GLOBECOM | A Feedback-Control Approach for Resource Management in Public Clouds. | Domenico Grimaldi, Valerio Persico, Antonio Pescap, Alessandro Salvi, Stefania Santini |
| 2015 | GLOBECOM | On Network Throughput Variability in Microsoft Azure Cloud. | Valerio Persico, Pietro Marchetta, Alessio Botta, Antonio Pescap |
| 2015 | INFOCOM | A consensus-based approach for platooning with inter-vehicular communications. | Stefania Santini, Alessandro Salvi, Antonio Saverio Valente, Antonio Pescap, Michele Segata, Renato Lo Cigno |
| 2015 | ISCC | Experimenting with alternative path tracing solutions. | Pietro Marchetta, Walter de Donato, Valerio Persico, Antonio Pescap |
| 2015 | ISCC | A map-based platform for smart mobility services. | Pietro Marchetta, Eduard Natale, Antonio Pescap, Alessandro Salvi, Stefania Santini |
| 2015 | SIGCOMM | Spatial Interpolation based Cellular Coverage Prediction with Crowdsourced Measurements. | Massimiliano Molinari, Mah-Rukh Fida, Mahesh K. Marina, Antonio Pescap |
| 2014 | PAM | Distributed Active Measurement of Internet Queuing Delays. | Pellegrino Casoria, Dario Rossi, Jordan Aug, Marc-Olivier Buob, Timur Friedman, Antonio Pescap |
| 2014 | PAM | Dissecting Round Trip Time on the Slow Path with a Single Packet. | Pietro Marchetta, Alessio Botta, Ethan Katz-Bassett, Antonio Pescap |
| 2013 | CoNEXT | Pythia: yet another active probing technique for alias resolution. | Pietro Marchetta, Valerio Persico, Antonio Pescap |
| 2013 | CoNEXT | Don't trust traceroute (completely). | Pietro Marchetta, Valerio Persico, Antonio Pescap, Ethan Katz-Bassett |
| 2013 | GLOBECOM | Passive bufferbloat measurement exploiting transport layer information. | Chiara Chirichella, Dario Rossi, Claudio Testa, Timur Friedman, Antonio Pescap |
| 2013 | INFOCOM | New generation satellite broadband Internet services: Should ADSL and 3G worry? | Alessio Botta, Antonio Pescap |
| 2013 | INFOCOM | New generation satellite broadband Internet services: Should ADSL and 3G worry? | Alessio Botta, Antonio Pescap |
| 2013 | INFOCOM | DRAGO: Detecting, quantifying and locating hidden routers in Traceroute IP paths. | Pietro Marchetta, Antonio Pescap |
| 2013 | INFOCOM | DRAGO: Detecting, quantifying and locating hidden routers in Traceroute IP paths. | Pietro Marchetta, Antonio Pescap |
| 2013 | PAM | Remotely Gauging Upstream Bufferbloat Delays. | Chiara Chirichella, Dario Rossi, Claudio Testa, Timur Friedman, Antonio Pescap |
| 2013 | PAM | Detecting Third-Party Addresses in Traceroute Traces with IP Timestamp Option. | Pietro Marchetta, Walter de Donato, Antonio Pescap |
| 2012 | GLOBECOM | Quantifying and mitigating IGMP filtering in topology discovery. | Pietro Marchetta, Pascal Mrindol, Benoit Donnet, Antonio Pescap, Jean-Jacques Pansiot |
| 2012 | ICCCN | A Multi-Classification Approach for the Detection and Identification of eHealth Applications. | Monika Grajzer, Michal Koziuk, Piotr Szczechowiak, Antonio Pescap |
| 2012 | IMC | Analysis of a "/0" stealth scan from a botnet. | Alberto Dainotti, Alistair King, K. C. Claffy, Ferdinando Papale, Antonio Pescap |
| 2012 | PAM | A Hands-on Look at Active Probing Using the IP Prespecified Timestamp Option. | Walter de Donato, Pietro Marchetta, Antonio Pescap |
| 2012 | SIGCOMM | Detecting third-party addresses in traceroute IP paths. | Pietro Marchetta, Walter de Donato, Antonio Pescap |
| 2011 | GLOBECOM | Traffic Classification through Joint Distributions of Packet-Level Statistics. | Alberto Dainotti, Antonio Pescap, Hyun-chul Kim |
| 2011 | IMC | Analysis of country-wide internet outages caused by censorship. | Alberto Dainotti, Claudio Squarcella, Emile Aben, Kimberly C. Claffy, Marco Chiesa, Michele Russo, Antonio Pescap |
| 2011 | ISCC | IP packet interleaving: Bridging the gap between theory and practice. | Alessio Botta, Antonio Pescap |
| 2011 | SIGCOMM | Broadband internet performance: a view from the gateway. | Srikanth Sundaresan, Walter de Donato, Nick Feamster, Renata Teixeira, Sam Crawford, Antonio Pescap |
| 2010 | ISCC | UANM: a platform for experimenting with available bandwidth estimation tools. | Giuseppe Aceto, Alessio Botta, Antonio Pescap, Maurizio D'Arienzo |
| 2010 | WiOpt | Performance footprints of heavy-users in 3G networks via empirical measurement. | Alessio Botta, Antonio Pescap, Giorgio Ventre, Ernst W. Biersack, Stefan Rugel |
| 2009 | CoNEXT | On the characterization of multi-channel applications. | Walter de Donato, Antonio Pescap |
| 2009 | Networking | TIE: A Community-Oriented Traffic Classification Platform. | Alberto Dainotti, Walter de Donato, Antonio Pescap |
| 2008 | CoNEXT | Providing UMTS connectivity to PlanetLab nodes. | Alessio Botta, Roberto Canonico, Giovanni Di Stasi, Antonio Pescap, Giorgio Ventre |
| 2008 | GLOBECOM | Networked Embedded Systems: A Quantitative Performance Comparison. | Alessio Botta, Walter de Donato, Antonio Pescap, Giorgio Ventre |
| 2008 | GLOBECOM | Classification of Network Traffic via Packet-Level Hidden Markov Models. | Alberto Dainotti, Walter de Donato, Antonio Pescap, Pierluigi Salvo Rossi |
| 2007 | Broadnets | High-speed wireless backbones: measurements from MagNets. | Alessio Botta, Antonio Pescap, Giorgio Ventre, Roger P. Karrer |
| 2007 | CoNEXT | Do you know what you are generating? | Alberto Dainotti, Alessio Botta, Antonio Pescap |
| 2007 | GLOBECOM | Discovering Topologies at Router Level: Part II. | Alessio Botta, Walter de Donato, Antonio Pescap, Giorgio Ventre |
| 2007 | ISCC | Long Horizon End-to-End Delay Forecasts: A Multi-Step-Ahead Hybrid Approach. | Vinh Bui, Weiping Zhu, Antonio Pescap, Alessio Botta |
| 2007 | TridentCom | MagNets - experiences from deploying a joint research-operational next-generation wireless access network testbed. | Roger P. Karrer, Istvan Matyasovszki, Alessio Botta, Antonio Pescap |
| 2006 | AINA | Measuring SCTP Throughput and Jitter over Heterogeneous Networks. | Donato Emma, Salvatore Loreto, Antonio Pescap, Giorgio Ventre |
| 2006 | CoNEXT | Searching for invariants in network games traffic. | Alberto Dainotti, Alessio Botta, Antonio Pescap, Giorgio Ventre |
| 2006 | GLOBECOM | An HMM Approach to Internet Traffic Modeling. | Alberto Dainotti, Antonio Pescap, Pierluigi Salvo Rossi, Giulio Iannello, Francesco Palmieri, Giorgio Ventre |
| 2006 | GLOBECOM | Wavelet-based Detection of DoS Attacks. | Alberto Dainotti, Antonio Pescap, Giorgio Ventre |
| 2006 | LCN | Identification of Network Bricks in Heterogeneous Scenarios. | Alessio Botta, Antonio Pescap, Giorgio Ventre |
| 2006 | MOBICOM | Experimental evaluation and characterization of the | Roger P. Karrer, Istvan Matyasovszki, Alessio Botta, Antonio Pescap |
| 2005 | GLOBECOM | End-to-end packet-channel Bayesian model applied to heterogeneous wireless networks. | Giulio Iannello, Francesco Palmieri, Antonio Pescap, Pierluigi Salvo Rossi |
| 2005 | ICPADS | BET: A Hybrid Bandwidth Estimation Tool. | Alessio Botta, Salvatore D'Antonio, Antonio Pescap, Giorgio Ventre |
| 2005 | ICPADS | Systematic Performance Modeling and Characterization of Heterogeneous IP Networks. | Alessio Botta, Donato Emma, Antonio Pescap, Giorgio Ventre |
| 2005 | TridentCom | Analysis and Experimentation over Heterogeneous Wireless Networks. | Massimo Bernaschi, Antonio Pescap, Filippo Cacace, Stefano Za |
| 2004 | IPCCC | Experimental analysis of attacks against routing network infrastructures. | Antonio Pescap, Giorgio Ventre |
| 2004 | LANMAN | An efficient approach to the network division problem, VLANs configuration and WLANs hosts grouping. | Marcello Esposito, Antonio Pescap, Giorgio Ventre |
| 2004 | NOMS | An architecture for automatic configuration of integrated networks. | Salvatore D'Antonio, Maurizio D'Arienzo, Antonio Pescap, Giorgio Ventre |