Conference Publications

No Title Conference Partner Conference Date
1
Scalable Distributed Data Anonymization
PerCom Workshops
UNIMI
March 2021
2
Artifact: Scalable Distributed Data Anonymization
PerCom Workshops
UNIMI
March 2021
3
Machine learning-based, networking and computing infrastructure resource management.
IFIP International Conference on Artificial Intelligence Applications and Innovations.
OTE
June 2021
4
SDN-based RAN Protection Solution for 5G, an Experimental Approach
ONDM
ORANGE
July 2021
5
Distributed Query Evaluation over Encrypted Data
Data and Applications Security and Privacy XXXV: 35th Annual IFIP WG
UNIMI
July 2021
6
Selective Owner-side Encryption in Digital Data Markets
18th International Conference on Security and Cryptography
UNIMI
July 2021
7
Towards Explainable Semantic Segmentation for Autonomous Driving Systems by Multi-Scale Variational Attention
2021 IEEE International Conference on Autonomous Systems
UNIMI
August 2021
8
Towards Machine-Learning-Based 5G and Beyond Intelligent Networks: The MARSAL Project Vision
MeditCom
IQU
September 2021
9
Avoiding normalization uncertainties in deep learning architectures for end-to-end communication
MeditCom
KUL
September 2021
10
Precoding Optimization for Cell-free mMIMO in 5G and Beyond Networks: A Machine Learning Approach
MeditCom
Acceleran
September 2021
11
P4 programmability for open networking in disaggregated networks
MeditCom
MLNX
September 2021
12
SDN-oriented Disaggregated Optical Access Node for Converged 5G Mobile and Residential Services
ECOC
ORANGE
September 2021
13
5G RAN resource slicing with flexible functional splits over multi-tenant environment
CAMAD
IQU
October 2021
14
Multi-dimensional indexes for point and range queries on outsourced encrypted data
GLOBECOM
UNIMI
December 2021
15
Contentsyslrn: learning what to monitor for efficient anomaly detection.
Proceedings of the 2nd European Workshop on Machine Learning and Systems.
UNIMI
April 2022
16
A MEC and UPF Compatible OLT for Time-Critical Mobile Services
ONDM
ORANGE
May 2022
17
Experimentation scenarios for machine learning-based resource management
IFIP International Conference on Artificial Intelligence Applications and Innovations
OTE
June 2022
18
Assessing User Privacy on Social Media: The Twitter Case Study
OASIS '22
UNIMI
June 2022
19
Faster Software Packet Processing on {FPGA}{NICs} with {eBPF} Program Warping
ContentUSENIX ATC 22
NEC
July 2022
20
AI-assisted X-Haul in O-RAN ecosystem
CSNDSP
ICCS, OTE
July 2022
21
Traffic Management in Cell-Free-Based 6G Networks
CSNDSP
IQU
July 2022
22
Prediphant: Short Term Heavy User Prediction
CSNDSP
NEC
July 2022
23
Datacenter in the City: An overlay network for serving intra-city traffic between metro islands
CSNDSP
ICCS
July 2022
24
Detect Resource Related Events in a Cloud-Edge Infrastructure using Knowledge Graph Embeddings and Machine Learning
CSNDSP
ICCS
July 2022
25
Cloud-native 5G experimental platform with over-the-air transmissions and end-to-end monitoring
CSNDSP
CTTC
July 2022
26
Power Allocation for Distributed Massive LoS MIMO with Nonlinear Power Amplifiers
VTC2022-Fall
KUL
September 2022
27
Optical Access Solutions in Support of 5G and Beyond
ECOC
ORANGE
September 2022
28
Poster: MUSTARD-Adaptive Behavioral Analysis for Ransomware Detection
2022 ACM SIGSAC Conference on Computer and Communications Security
NEC
November 2022
29
Intent-Based Orchestration for Application Relocation in a 5G Cloud-native Platform
NFV-SDN
CTTC
November 2022
30
User Centric Cell-Free Massive MIMO in the O-RAN Architecture: Signalling and Algorithm Integration
CSCN
KUL
November 2022
31
Mobile Edge Vertical Applications Using ETSI MEC APIs and Sandbox
CSCN
CTTC
November 2022
32
Multi-service Single Tenant 5G Fronthaul Resource Orchestration Framework based on Network Slicing
GLOBECOM 2022
IQU
December 2022
33
Finite Precision Implementation of Recursive Algorithms for Uplink Detection in Cell-Free Networks
GLOBECOM 2022
KUL
December 2022
34
Using CTI Data to Understand Real World Cyberattacks
WONS
NEC
February 2023
35
eHDL: Turning eBPF/XDP Programs into Hardware Designs for the NIC
28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems
NEC
March 2023
36
Cloud-Native Applications' Workload Placement over the Edge-Cloud Continuum
CLOSER
ICCS
April 2023
37
Computational Load Management Strategies in Cell-Free-Based, Converged-Optical-Wireless 6G Networks
ICC 2023
IQU
June 2023
38
Joint Fiber Wireless Resource Allocation to support the Cell Free operation
ICC 2023
ICCS
June 2023
39
Use Cases Employing a Machine Learning Network Architecture
IFIP International Conference on Artificial Intelligence Applications and Innovations
OTE
June 2023
40
Real Time Assessments of DML and EML with 25G-class APD for Higher Speed PONs
EuCNC/6G Summit
ORANGE
June 2023
41
Anomaly-based intrusion detection system for DDoS attack with Deep Learning techniques
20th International Conference on Security and Cryptography
UNIMI
July 2023
42
Efficient Resource Provisioning in Critical Infrastructures Based on Multi-Agent Rollout Enabled by Deep Q-Learning.
International Symposium on Visual Computing
ICCS
October 2023
43
Explainability of the Effects of Non-Perturbative Data Protection in Supervised Classification
WI-IAT
UNIMI
October 2023
44
Disaggregating a 5G Non-Public Network via On-Demand Cloud-Native UPF Deployments
CNSM
CTTC
November 2023