IFIP TC6 Open Digital Library

21. cnsm 2025: Bologna, Italy

21st International Conference on Network and Service Management, cnsm 2025, Bologna, Italy, October 27 - 31, 2025

Walter Cerroni, Mauro Tortonesi, Davide Borsatti, Alberto Egon Schaeffer-Filho, Daphné Tuncer, Jérôme François, Martin Husák

IFIP Open Digital Library, IEEE Xplore, ISBN: 978-3-903176-75-1


Note - CNSM 2025 main conference session acronyms:

  • MCn: Mini Conference Session n
  • FPn: Full Papers Session n
  • SPn: Short Papers Session n
  • PDn: Poster and Demo Session n

Contents

MC1: Intrusion Detection & Botnets

Towards Context-aware Intrusion Detection in Individual-oriented Information Systems: An Empirical Study on Android Malware

Van-Tien Nguyen, Renzo Navas, Guillaume Doyen

 

IoT Botnet Detection with Drift-Aligned Learning and DNS-Based C2 Identification

Jeffrey Adjei, Nur Zincir-Heywood, M. I. Heywood, Biswajit Nandy, Nabil Seddigh

 

Bot ahead! - Proactive Botnet Defense in ISP Networks using Digital Twins

Christian Dietz, Marcel Antzek, Gabi Dreo Rodosek

 

BTS-Band: An Explainable AI Detection Solution for Base Transceiver Station Resource Depletion Attack in O-RAN

Assrar Maamary, Hyame Alameddine, Chadi Assi, Mourad Debbabi

 

PhD S1: PhD Symposium - Session 1

Toward Dynamic Frequency Planning for Reliable Connectivity in Mobile 6G in-X Subnetworks

Valentin Haider, Fidan Mehmeti, Wolfgang Kellerer

 

Generative Adversarial Models for Vehicular Dynamics Prediction in V2X Networks

Giuseppe Perrone, Claudio Casetti, Marco Rapelli

 

Machine Learning for Performance Optimization in Resource-Constrained Environments

Edoardo Di Caro, Mauro Tortonesi

 

I: S1: IWNC workshop: Towards Smarter and More Efficient Open RAN

HawkVision: Network Coding in O-RAN

Osel Lhamo, Omer hanif Khan, Tung Doan, Elif Tasdemir, Giang Nguyen, Frank Fitzek

 

Towards Adaptive PRB Optimization in Open RAN via Near-Real-Time RIC Control

Suneet Singh, Dalibor Zeman, Marija Gajić, Stanislav Lange, Thomas Zinner

 

R: S1: RLAN workshop: Session 1

QoS-Aware Dynamic CU Selection in O-RAN with Graph-Based Reinforcement Learning

Sebastian Racedo, Brigitte Jaumard, Oscar Delgado, Meysam Masoudi

 

Routing-Aware RL for Mobile Relay Navigation in Disconnected Ad Hoc Networks

Can Karaçelebi, Ertan Onur, Yusuf Sahin

 

A: S1: AnServApp workshop: Detection of Device Dependencies

Fast and Configurable Detection of Device Dependencies in Network Traffic

Jakub Dusil, Martin Husák, Lukáš Sadlek

 

A: S2: AnServApp workshop: Graph models and LLMs in network management

Structural Vulnerability of Greedy Routing in Hyperbolic Embedded Networks

Daniel Ficzere, András Majdán, Gergely Hollósi, Pál Varga, Jozsef Biro

 

Beyond TimeGraph: A Comparative Analysis of Temporal Generators for Evolving Network Graphs

Edoardo Di Caro, Nicolas Belletti, Filippo Poltronieri, Mauro Tortonesi, Cesare Stefanelli

 

Towards Efficient Fine-Tuning of LLMs in Edge-to-Cloud Environments

Sertan Pekel, Muge Sayit

 

Malicious Domain Names Detection with DeepDGA, a Hybrid Character and Word Embeddings Deep Learning Architecture

Lucas Torrealba, Pedro Casas, Diego García, Javier Bustos-Jiménez, Ivana Bachmann

 

MC2: Security Ops, Evasion & Threat Infrastructure

Anomaly Detection in Log Data: A Comparative Study

Ondrej Sedlacek, Martin Zadnik, Václav Bartoš

 

A first look at the adoption of BGP-based DDoS scrubbing services: A 5-year longitudinal analysis

Shyam Khadka, Suzan Bayhan, Ralph Holz, Saeedeh Shokoohi, Marinho Barcellos, Cristian Hesselman

 

HideMe: Hiding VMs from Co-Residency Attacks Using Network-Level Traffic Redirection

Bogdan-Nicolae Stănculete, Raffaele Sommese

 

Double-Edged Sword: An Empirical Study on the Contribution of Cloud Providers in Malicious Infrastructure

Sousan Tarahomi, Raffaele Sommese, Jeroen Linssen, Ralph Holz, Anna Sperotto

 

PhD S2: PhD Simposium - Session 2

Slicing Under Siege: Adversarial-Aware Optimization for Secure Resource Allocation in B5G Networks

Sameer Ali, Helena Rifà-Pous

 

Management of Safety-Critical AI Services in the Compute Continuum

Lorenzo Colombi, Mauro Tortonesi

 

Enforcing Security Policies in the Application Layer and the Data Plane

Federico Rinaudi, Alessio Sacco, Guido Marchetto

 

Audit Compliance and Forensics Frameworks for Complex, Large-Scale ICT Systems

Joao Henriques, Filipe Caldeira, Tiago Cruz, Paulo Simões

 

R: S2: RLAN workshop: Session 2

Towards a Hybrid Hierarchical Digital Twin Architecture for the 6G Compute Continuum

José Santos, Javad Sameri, Sam Van Damme, Susanna Schwarzmann, Qing Wei, Riccardo Trivisonno, Maria Torres Vega, Filip De Turck

 

Decentralized Intelligence for Centralized Control: Multi-Agent Reinforcement Learning for SD-WAN

Elshan Khanlari, Luca Borgianni, Davide Adami, Stefano Giordano

 

Verifying Behavior of Reinforcement Learning Agents for Network Slice Admission Control

Jean Pierre Asdikian, Alaa Amro, Louma Mehyeddine, Carlos Natalino, Ihab Sbeity, Guido Maier, Paolo Monti, Sebastian Troia, Omran Ayoub

 

I: S2: IWNC workshop: Towards Predictive Networking: ML for Future Services

A Lightweight Deep Learning Approach for Latency Prediction in 5G and Beyond

Stefania Zinno, Annalisa Navarro, Sayna Rotbei, Nicola Pasquino, Alessio Botta, Giorgio Ventre

 

Beyond QoS: Integrating Brain-Aware Constraints into Delay Bounds for uVR and Machine-Type Communication

Benedetta Picano, Tommaso Pecorella

 

Enhancing Data Offloading in Urban Networks via Machine Learning-based Mobility Prediction

Ilaria Mangiacapra, Paulo Carvalho, Antonio Montieri, Antonio Pescapé, Emanuel Lima, Solange Rito Lima

 

D: S1: Decode workshop: Session 1

Intercompany Business Transaction Platform Architecture: Concept and Design

Attila Frankó, Adam Mate, Pál Varga

 

A: S3: AnServApp workshop: AI-driven Service Management

Using Network Digital Twin Visualization for Application Traffic Engineering

Felix Stumpf, Leon-Niklas Lux, Sebastian Rieger

 

On the Feasibility of Inter-Flow Service Degradation Detection

Balint Bicski, Adrian Pekar

 

An Empirical Study of a PCA-Based Multivariate Framework for Interpretable Log Anomaly Detection

Jiri Setinsky, Martin Zadnik

 

Investigating Neurosymbolic AI for Intent-based Service Management

Lorenzo Colombi, Sara Cavicchi, Filippo Poltronieri, Mauro Tortonesi, Cesare Stefanelli, Pál Varga

 

MC3: Cloud/Edge Orchestration & Service Function Chains

MARC-6G: Multi-Agent Reinforcement Learning for Distributed Context-Aware SFC Deployment and Migration in 6G Networks

Solomon Wassie, Eric Samikwa, Antonio Di Maio, Torsten Braun

 

RL-PARETO: Performance-Aware Routing and Hybrid PPO-DQN Orchestration for Parallelized Service Function Chains

Akshit Kumar, Venkatarami Chintapalli, Bheemarjuna Reddy Tamma, C. Siva Ram Murthy

 

Reinforcement Learning-based orchestration of XR applications in distributed 6G cloud infrastructures

Javad Sameri, José Santos, Sam Van Damme, Susanna Schwarzmann, Qing Wei, Riccardo Trivisonno, Filip De Turck, Maria Torres Vega

 

Too Remote to Be Local: Latency Inflation in Anycast due to Remote Peering

Remi Hendriks, Stefano Servillo, Francesca Cuomo, Cristian Hesselman, Roland van Rijswijk-Deij, Savvas Kastanakis

 

Q: QoDaNet workshop

Botnet Detection Through Periodic Patterns in Command-and-Control Network Traffic

Dominik Oškera, Josef Koumar, Alžběta Pokorná, Kamil Jeřábek, Tomas Cejka

 

DAF: Device Annotation Framework

Matej Hulák, Václav Bartoš, Josef Koumar, Tomas Cejka

 

Experiments with reduction of network datasets for DDoS analysis

Veronika Krobotova, Martin Zadnik, Ondrej Sedlacek

 

Replication: Network-based Lateral Movement Detection Methods Using Machine Learning

Vladimír Bouček, Martin Husák

 

CESNET Idle OS Traffic: A Dataset of Idle Traffic of Various Operating Systems

Václav Bartoš, Michaela Novotná, Matej Hulák

 

Enhancing DDoS Detection: A Novel Real-World Dataset for Generalizable Cross-Domain Training

Balázs Nagy, Péter Orosz, Katica Bozsó, Tamas Skopko

 

I: S3: IWNC workshop: Architecting Sustainable Edge-Cloud Networks

Towards a Converged Telco Edge Cloud: Architecting the 3C Network for Sustainable Digital Infrastructure

Engin Zeydan, Abdullah Aydeger

 

In-network Split Inference with Named Data Networking under Lossy Edge Connectivity

Marica Amadeo, Claudia Campolo, Antonella Molinaro, Giuseppe Ruggeri

 

On performance modeling for the management of Cloud-native Network Functions in closed-loops

Toni Dimitrovski, Belma Turkovic, Aditya Ganesh, Timothy Lynar, Hans van den Berg, Geert Heijenk

 

A: S2: Decode workshop: Session 2

A Design Study on Embedding UNTP Semantics into AAS Submodels for Interoperable Digital Product Passports

Giray Havur, Tassilo Pellegrini, Gottfried Schenner, Francesco Fusco

 

Compliance-by-Design: Validating Decentralised Architectures for Digital Product Passports under the EU Data Governance Act

Christoph Fabianek, Christoph Klikovits, Markus Tauber, Belal Abu Naim, Michael Boch, Martin Benedikt

 

Exploring the Design Space and Research Directions for Digital Product Passport Systems

Stefan Kaser, Christian Lesjak, Rainer Matischek, Christian Steger

 

A: S4: AnServApp workshop: Cloud Networking, Orchestration, and Architectural Security

Bridging Time-Sensitive Networking and Containerization: Challenges and Strategies

Rodrigo Martins, Duarte Raposo, Rui Eduardo Lopes, Pedro Veloso Teixeira, Susana Sargento

 

Queueing-Based Performance Analysis of 5G Service Function Chains

Mario Di Mauro, Raffaele Peluso

 

A Microservice-Based Framework for Multi-Domain SDN Orchestration through Controller Decomposition

Yasin Saedi, Gianluca Davoli, Domenico Scotece, Carla Raffaelli, Walter Cerroni, Luca Foschini

 

PERA-Pay: A Power-Efficient and Robust Architecture for NFC Payment Systems

Ali Ghasemi, Carol Fung

 

MC4: VNF & 5G/6G Performance and Scheduling

A Proactive Performance Prediction Framework for Virtual Network Functions in 5G Networks

Milad Rafiee, Andres Ocampo Palacio, Amir Taherkordi, Ozgu Alay

 

5G Configured Grant Scheduling for Integrated Sensing and Communication in Vehicular Networks

Veerendra Kumar Gautam, Priyanka Nagireddy, Bheemarjuna Reddy Tamma, C. Siva Ram Murthy

 

A Robust Scheduling of Cyclic Traffic for Integrated Wired and Wireless Time-Sensitive Networks

Özgür Ozan Kaynak, Andreas Kassler, Andreas Fischer, Ognjen Dobrijevic, Fabio D'Andreagiovanni

 

QR-MO: Q-Routing for Multi-Objective Shortest-Path Computation in 5G-MEC Systems

Annisa Sarah, Rosario Garroppo, Gianfranco Nencioni

 

I: S4: IWNC workshop: Advanced Techniques for Network Analysis, Detection, and Optimization

Design and Evaluation of CNN-Based versus Statistical, Neural Network NLOS Detection in UWB Systems

Marcel Scheel, Sven Ole Schmidt, Horst Hellbrück

 

Steady and Transient State Analysis of CUBIC Congestion Control with FQ-CoDel and FQ-PIE

Deepa Kumari, Suvam Mukherjee, Vivek Jain, Mohit Tahiliani

 

Novel Datasets and Traffic Generation Tools for Intrusion Detection in IoT Communications

Giovanni Stanco, Stefania Zinno, Pietro Violante, Alessio Botta, Giorgio Ventre

 

FP1: Communication Protocols

Noisy Neighbours: Keep the Neighbourhood Quiet

Ebrima Jaw, Thomas Krenc, Moritz Müller, Kimberly Claffy, Lambert Nieuwenhuis, Cristian Hesselman

 

OPTIMUMP2P: Fast and Reliable Gossiping in P2P Networks

Nicolas Nicolaou, Onyeka Obi, Aayush Rajasekaran, Alejandro Bergasov, Aleksandr Bezobchuk, Kishori Konwar, Michael Meier, Santiago Paiva, Har Preet Singh, Swarnabha Sinha, Sriram Vishwanath, Muriel Médard

 

Debunking Reinforcement Learning for Bandwidth Estimation in Real-Time Communications: When a Simple Regressor Suffices

Tailai Song, Michela Meo

 

PD1: Poster and Demo Session 1

Demo: Design and Implementation of Hierarchical Cross-Domain Orchestration Using TeraFlowSDN

Anouar El Hachimi, Aryanaz Attarpour, Gabriele Nanni, Memedhe Ibrahimi, Sebastian Troia, Andrea Sgambelluri, Emilio Paolini, Massimo Tornatore, Francesco Musumeci

 

P4-Based Emulation of LoWPAN and RPL Networks for Aviation Telemetry and Communication

Tiago Souza, Augusto Neto, Ramon dos Reis Fontes, Denis Rosário, Eduardo Cerqueira, Paulo Mendes

 

Zero-Lag Smart Pipes for Smart Factories: AI-Driven Programmable Transport in Open RAN

Flávio Rocha, Kleber Cardoso, Murillo Melo, Jonathas dos Santos, Lorenzo Chiachio, Vlademir Brusse, Fábio Verdi, Leandro Almeida, Cristiano Both, Andre Cavalcante, Maria Marquezini, Pedro Henrique Gomes

 

Scalable and Cost-Effective RAN: A Dynamic Resource Management Framework for Optimizing Hardware Utilization

Umar Toseef, Bartłomiej Kozicki, Dragan Samardzija

 

Design of Resilient Mobile Core Network Architecture Inspired by Soft Guarantee Behavior

Masayuki Kurata, Ryu Watanabe, Masaki Suzuki

 

Feature Skew Control for In-Network Federated Learning

Yasmine Chaouche, Patient Ntumba, Pedro Velloso, Stefano Secci

 

A Protocol-Based Framework for AIaaS Lifecycle Management in 6G via NWDAF

Junia Oliveira, Daniel Macedo, Jose Nogueira

 

FP2: Learning

Assessing the Sustainability and Trustworthiness of Federated Learning Models

Chao Feng, Alberto Huertas Celdrán, Pedro Miguel Sánchez Sánchez, Lynn Zumtaugwald, Gérôme Bovet, Burkhard Stiller

 

Irreconcilable Differences? Investigating Consensus of Post-hoc XAI for ML-NIDS via Decomposition

Katharina Dietz, Johannes Schleicher, Stefan Geissler, Michael Seufert, Tobias Hoßfeld

 

Choose Before You Label: Efficient Node Selection in Constrained Federated Learning

Francesco Malandrino, Carla Fabiana Chiasserini, Jayadev Naram, Giuseppe Durisi

 

FP3: Network Monitoring

TSGFM - Graph Neural Networks for Zero-Shot Time Series Forecasting in Network Monitoring

Hamid Latif Martínez, Juan Vanerio, Pedro Casas, José Suárez-Varela, Albert Cabellos-Aparicio, Pere Barlet Ros

 

XFAST: Efficient Feature Selection for High-Performance Network Traffic Analysis using eBPF/XDP and Genetic Algorithms

Gustavo Henrique Einsfeldt, Alberto Schaeffer-Filho

 

Age-based CoDel and his friends. Improving the Linux scheduler with 2-level AQM disciplines

Giovanni Moschini, Andrea Marin, Leonardo Maccari

 

90th Minute: A First Look to Collateral Damages and Efficacy of the Italian Piracy Shield

Raffaele Sommese, Anna Sperotto, Antonio Prado, Jeroen van der Ham-de Vos, Antonia Affinito

 

FP4: IoT and the Edge

Intelligent Autoscaling with Attention-based Reinforcement Learning for SLA-Aware Resource Management in Edge-Cloud Environments

Faraz Shaikh, Gianluca Reali, Mauro Femminella

 

Interactivity Assessment of Streamed Games over Heterogeneous Access Networks using Bayesian Networks

Henrique Rossi, Karan Mitra, Niclas Ögren, Christer Åhlund, Per Johansson

 

Traffic-aware Time of Day Breakpoints for Traffic Light Optimization at Scale with Probe Data

Ori Rottenstreich, Eliav Buchnik, Shai Ferster, Tom Kalvari, Avishai Zagoury, Jack Haddad, Avinatan Hassidim

 

Learning Semantic Congestion Control for Cyber Physical Systems

Polina Kutsevol, Yash Deshpande, Wolfgang Kellerer

 

PD2: Poster and Demo Session 2

DroidScour: an Android Application for IoT Device Data Collection

Brenda Schussler, Abdul Jamali, Weverton Cordeiro, Carol Fung

 

HawkV6: Application-Specific Traffic Steering with Intent-Based Networking and SRv6

Severin Dellsperger, Daniel Politze

 

OPTIMUMP2P Demo: Fast and Reliable Gossiping in P2P Networks

Kishori Konwar, Aayush Rajasekaran, Har Preet Singh, Muriel Médard, Santiago Paiva, Alejandro Bergasov, Nicolas Nicolaou

 

What's Behind 'Sorry, I Lagged': Correlating Wi-Fi Metrics with Online Gaming Latency

Nicolas Marrot, Minqi Wang, Susie Brunessaux, Maël Le Dizes, Loutfi Nuaymi

 

CESNET TS-Zoo: A Library for Reproducible Analysis of Network Traffic Time Series

Milan Kureš, Josef Koumar, Karel Hynek

 

The Path Towards a Criticality-Sensitive Smart City

Rui Eduardo Lopes, Duarte Raposo, Rodrigo Martins, Diogo Mendes, Susana Sargento

 

A demonstration of an autonomous approach for cyberattack mitigation

Francesco Pizzato, Daniele Bringhenti, Riccardo Sisto, Fulvio Valenza

 

FP5: Resource Management

Power-Napping Networks: Towards Practically Usable Green Segment Routing for ISP Backbones

Daniel Otten, Alexander Brundiers, Leonhard Brüggemann, Nils Aschenbruck

 

Adaptive control policies for Core Network autoscaling with Meta-RL

Shantanu Verma, Abhishek Gupta, Jatinder Singh, José Sánchez Vilchez, Guillaume Fraysse

 

Resource Allocation for Satellite QKD Networks with Atmospheric Forecast

Sun Gyu Park, Qiaolun Zhang, Raul Almeida Jr, Mehdi Bolourian, Massimo Tornatore, Raouf Boutaba

 

FP6: Virtualization and Programmability

Digital Twin and LLM Assisted Online Diagnosis in Microservices Based Enterprise Systems

Sourav Das, Krishna Kant

 

LCDN: Providing Network Determinism with Low-Cost Switches

Philip Diederich, Yash Deshpande, Laura Becker, David Raunecker, Alexej Grigorjew, Tobias Hoßfeld, Wolfgang Kellerer

 

GPG-VNFE: Towards Foundation Models via Graph Pretraining for Generalizable VNF Embedding

Omar Houidi, Nour El Houda Yellas, Oussama Soualah, Djamal Zeghlache

 

FP7: Security

Exploiting Congestion Control Parameter Manipulation in QUIC for Security Implications

Y A Joarder, Surajit Sinha, Guillaume Doyen, Carol Fung

 

TITAN DGA: Enhancing DGA Evasiveness through a Transformer-based Autoencoder and Adversarial Self-Augmentation

Rafael Carneiro Pregardier, Luiz Cabral Bianchi, Vinicius Fulber-Garcia, Burkhard Stiller, Luis Silva, Carlos Raniery Santos

 

Learning Optimal Defender Strategies for CAGE-2 using a POMDP Model

Duc Huy Le, Rolf Stadler

 

Characterizing Hosting and Security Practices for Public-Facing LDAP Servers

Gustavo Cesar, Gurur Öndarö, Jonas Kaspereit, Fabian Ising, Sebastian Schinzel, Mattijs Jonker, Ralph Holz

 

PD3: Poster and Demo Session 3

OCTOPUS: a Scalable, Reliable and Cost-Efficient Solver Orchestrator for Optimization Services

Mattia Oriani, Marco Giorgini, Roberto D'Elia, Federico Naldini, Nicola Di Cicco, Fabio Lombardi

 

Taming Trillions of Events: Automated Security Telemetry Analysis at Scale

Daniel Tovarňák, Matúš Raček, Martin Gregorík, Martin Hamerník, Michal Čech

 

Experimental Validation of MLOps for Automated Service Provisioning in Optical Networks

Carlos Hernández-Chulde, Ramon Casellas, Ricardo Martinez

 

NFVAgent: A Retrieval-Augmented LLM Agent for Resilient NFV Failure Recovery

Yeunjin Woo, Honguk Woo

 

Rethinking NIDS Rule-Based Pre-Filtering

Henrique Brum, Luis Knob, Tiago Ferreto, Domenico Siracusa

 

Unsupervised Anomaly Detection for Wi-Fi Networks using RFFI

Xinyi Li, Samer Lahoud, Nur Zincir-Heywood

 

xBGPsec: Enhancing BGP Security with Transitive Signatures and External Validation

Nils Höger, Cristian Hesselman, Moritz Müller, Savvas Kastanakis

 

SP1: Short Paper Session 1

Flow-Rule Generation for SDN Using LLMs with Retry-Based Deployment Validation

Anouar El Hachimi, Nicola Di Cicco, Memedhe Ibrahimi, Francesco Musumeci, Massimo Tornatore

 

Taming Bandwidth Bottlenecks in Federated Learning via ECN-based Gradient Compression

Javier Palomares, Chiara Camerota, Flavio Esposito, Estefania Coronado, Cristina Cervelló-Pastor, Muhammad Shuaib Siddiqui

 

Toward Deterministic Path Placement in AI Backends: A Practical SRv6-Based Architecture

Clarence Filsfils, Pablo Camarillo, Ahmed Abdelsalam, Arianna Quinci, Angelo Tulumello, Pierpaolo Loreti, Stefano Salsano, Andrea Mayer, Lorenzo Bracciale

 

GRASS: Green Ranking of Autonomous SystemS

Antonia Affinito, Cristian Hesselman, Savvas Kastanakis

 

QoS and Capacity Prediction for 5G Network Slicing

Nathalie Romo Moreno, Felix Dsouza, Andreas Kassler, Florian Pullem, Bangnan Xu, Markus Amend, Changsoon Choi

 

Sensing at the Edge: Location-Aware Caching

Federico Trombetti, Novella Bartolini, Salvatore Pontarelli

 

SP2: Short Paper Session 2

Taming Volatility: Stable and Private QUIC Classification with Federated Learning

Richard Jozsa, Karel Hynek, Adrian Pekar

 

Scalable, Semi-supervised Mobile App Fingerprinting using LSH

Fatemeh Marzani, Samer Saleh

 

Redefining the Security of the Routing Protocol for Low-Power and Lossy Networks (RPL) with Post-Quantum Cryptography

Isaque Martins, Matheus Lima, Anderson Paiva Cruz, Roger Immich, Ramon dos Reis Fontes

 

Extending Test-driven development to Softwarized Networks and Intent Based Networking

Davide Berardi, Mattia Fontana, Barbara Martini

 

Energy-Efficient Placement and Association in Disaggregated O-RAN

Hiba Hojeij, Sahar Hoteit, Véronique Vèque, Alexis Aravanis

 

Wmediumd for 802.15.4: Bridging the Gap Between Simulation and Physical Testbeds

Ramon dos Reis Fontes, Christian Esteve Rothenberg, Eduardo Cerqueira

 

MC5: Traffic Analysis, Measurement & QoE

Exploratory Performance Evaluation of VM Migration as MQTT Moving Target Defense

Matheus Torquato, Tiago Cruz, Denis Rosário, Michele Nogueira, Eduardo Cerqueira

 

Investigating Middlebox Deployment and Characteristics in Dutch Autonomous Systems

Bulut Ulukapi, Anna Sperotto, Ralph Holz

 

Representation of QoS Conditions at Observation Nodes that Satisfy the Required QoE at User End Nodes

Ayumi Araragi, Akio Watanabe, Hiroki Ikeuchi, Yousuke Takahashi, Taichi Kawano, Masahiro Yokota

 

AirTagged: A Dataset and Processing Framework for Heterogeneous High-Density IoT Environments

Katharina Müller, Stefan Saxer, Daria Schumm, Weijie Niu, Bruno Rodrigues, Burkhard Stiller

 

N: S1: NeSecOr workshop: session 1

New Approach for Virtual Firewalls Orchestration in Edge-Cloud Continuum Infrastructure

Bartosz Kopeć-Persiński, Andrzej Bęben

 

On Evaluation of Data Fusion Methods for Network Traffic Classification

Richard Plný, Karel Hynek

 

MC6: AI/ML for Networked Systems

MVFL: Multivariate Vertical Federated Learning for Time-Series Forecasting

Xicun Yang, JunePyo Jung, Jialiang Lu, Keun-Woo Lim, Leonardo Linguaglossa

 

Towards Markov Synthetic BLE Packet Generation for IoT Systems

Katharina Müller, Keisuke Yokota, Weijie Niu, Daria Schumm, Burkhard Stiller

 

Towards an ML Assisted DASH-based Architecture: Leveraging Predictive Network Analyses with Interpretability

Eduardo Peretto, Manoel Narciso Reis Soares Filho, Débora Cristina Santos Sousa, Luciano Paschoal Gaspary, Bruno Iochins Grisci

 

Detection of Misreporting Attacks on Software-Defined Immersive Environments

Sourya Saha, Md Nurul Absur, Shima Yousefi, Saptarshi Debroy

 

N: S2: NeSecOr workshop: session 2

TimeLSB: eBPF-based Covert Channel on TCP Timestamps

Yusuf Sahin, Ertan Onur, Can Karaçelebi

 

BBArmor: a Dynamic BPF-to-BPF LSM-Based Enforcement Tool

Fabio Piras, Giuseppe Lettieri, Gregorio Procissi

 

MC7: Programmable Networks & In-Network Policies

FASTR: Fast Resilience for Stateful Programmable Data Planes

Chenxing Ji, Fernando Kuipers

 

Deep Reinforcement Learning for In-Network Placement of ACL Rules Under Constraints

Wafik Zahwa, Abdelkader Lahmadi, Michael Rusinowitch, Mondher Ayadi

 

Reinforcement Learning-Driven Edge Management for Reliable Multi-view 3D Reconstruction

Motahare Mounesan, Sourya Saha, Houchao Gan, Md Nurul Absur, Saptarshi Debroy

 

Hybrid Temporal Differential Consistency Autoencoder for Efficient and Sustainable Anomaly Detection in Cyber-Physical Systems

Michael Somma

 

MC8: Future Internet & IoT Platforms

IPFS over SCION: Secure and Performant Content Retrieval on Next-Generation Networks

Marten Gartner, Leon Rinkel, David Hausheer

 

Sandboxing Building OS: Enabling Isolated Development Environment for Smart Buildings

Yoshiki Kitatani, Manato Fujimoto, Shingo Ata

 

Shared Responsibility in Multi-Tenant Microcontrollers

Bastien Buil, Chrystel Gaber, Sylvain Plessis, Emmanuel Baccelli, Samia Bouzefrane

 

Energy Demand as AI Model Selection Criteria? Assessing Quality and Energy Consumption for AI based KQI Prediction in Video Streaming

Frank Loh, Carina Baur, Flavian Raithel, David Stüber, Omran Ayoub, Tobias Hoßfeld