Gianmarco Baldini

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 81

Top Venues

Publications

Enrique Mármol Campos, José Luis Hernández Ramos, Aurora González-Vidal, Gianmarco Baldini, Antonio F. Skarmeta
Misbehavior detection in intelligent transportation systems based on federated learning. Internet Things 25 (2024)
Gianmarco Baldini, Fausto Bonavitacola, Jean-Marc Chareau
Wireless Interference Identification With Convolutional Neural Networks Based on the FPGA Implementation of the LTE Cell-Specific Reference Signal (CRS). IEEE Trans. Cogn. Commun. Netw. 10 (1) (2024)
Gianmarco Baldini
Enhancement of Transient-Based Radio Frequency Fingerprinting with Smoothing and Gradient Functions. EuCNC/6G Summit (2024)
Gianmarco Baldini, Kandeepan Sithamparanathan
Intrusion Detection System for MIL-STD-1553 Based on Convolutional Neural Networks With Binary Images and Adaptive Quantization. IEEE Netw. Lett. 6 (1) (2024)
Gianmarco Baldini, Fausto Bonavitacola
Nakagami-m Fading Channel Identification Using Adaptive Continuous Wavelet Transform and Convolutional Neural Networks. Algorithms 16 (6) (2023)
Gianmarco Baldini, Fausto Bonavitacola
Specific Emitter Identification with Principal Component Analysis (PCA) Dimensionality Reduction and Convolutional Neural Network. SmartNets (2023)
Gianmarco Baldini
Multi scale histogram-based intrusion detection system for the MIL-STD-1553 protocol. MeditCom (2023)
Gianmarco Baldini, Fausto Bonavitacola, Jean-Marc Chareau
Fading Channel Classification with Walsh-Hadamard Transform and Convolutional Neural Network. SmartNets (2023)
Gianmarco Baldini, Isabella Cerutti
Classification of Optical Transmission Anomalies with Convolutional Neural Networks and 2D Histograms. MeditCom (2023)
Gianmarco Baldini
In-Vehicle Network Intrusion Detection System Using Convolutional Neural Network and Multi-Scale Histograms. Inf. 14 (11) (2023)
Gianmarco Baldini, Irene Amerini, Franc Dimc, Fausto Bonavitacola
Convolutional neural networks combined with feature selection for radio-frequency fingerprinting. Comput. Intell. 39 (5) (2023)
Piroska Haller, Béla Genge, Fabrizio Forloni, Gianmarco Baldini, Massimo Carriero, Georgios Fontaras
Corrigendum to 'VetaDetect: Vehicle tampering detection with closed-loop model ensemble' International Journal of Critical Infrastructure Protection, 37 (2022), 100525. Int. J. Crit. Infrastructure Prot. 38 (2022)
Gianmarco Baldini, Irene Amerini
Microphone Identification based on Spectral Entropy with Convolutional Neural Network. WIFS (2022)
Chrysanthi Chountala, Jean-Marc Chareau, Gianmarco Baldini, Fausto Bonavitacola
Experimental assessment of electromagnetic field exposure from 802.11ax devices. WINCOM (2022)
Enrique Mármol Campos, Pablo Fernández Saura, Aurora González-Vidal, José Luis Hernández Ramos, Jorge Bernal Bernabé, Gianmarco Baldini, Antonio F. Skarmeta
Evaluating Federated Learning for intrusion detection in Internet of Things: Review and challenges. Comput. Networks 203 (2022)
Sara Nieves Matheu, Enrique Mármol Campos, José Luis Hernández Ramos, Antonio F. Skarmeta, Gianmarco Baldini
Federated Cyberattack Detection for Internet of Things-Enabled Smart Cities. Computer 55 (12) (2022)
Piroska Haller, Béla Genge, Fabrizio Forloni, Gianmarco Baldini, Massimo Carriero, Georgios Fontaras
VetaDetect: Vehicle tampering detection with closed-loop model ensemble. Int. J. Crit. Infrastructure Prot. 37 (2022)
Gianmarco Baldini, Fausto Bonavitacola
Channel identification with Improved Variational Mode Decomposition. Phys. Commun. 55 (2022)
Gianmarco Baldini, Irene Amerini
Online Distributed Denial of Service (DDoS) intrusion detection based on adaptive sliding window and morphological fractal dimension. Comput. Networks 210 (2022)
Gianmarco Baldini
Detection of cybersecurity spoofing attacks in vehicular networks with recurrence quantification analysis. Comput. Commun. 191 (2022)
José Luis Hernández Ramos, Sara Nieves Matheu, Angelo Feraudo, Gianmarco Baldini, Jorge Bernal Bernabé, Poonam Yadav, Antonio F. Skarmeta, Paolo Bellavista
Defining the Behavior of IoT Devices Through the MUD Standard: Review, Challenges, and Research Directions. IEEE Access 9 (2021)
Gianmarco Baldini, Jean-Marc Chareau, Fausto Bonavitacola
Spectrum Sensing Implemented with Improved Fluctuation-Based Dispersion Entropy and Machine Learning. Entropy 23 (12) (2021)
Andraz Krasovec, Gianmarco Baldini, Veljko Pejovic
Opposing Data Exploitation: Behaviour Biometrics for Privacy-Preserving Authentication in IoT Environments. ARES (2021)
Niranjana Radhakrishnan, Sithamparanathan Kandeepan, Xinghuo Yu, Gianmarco Baldini
Soft Fusion based Cooperative Spectrum Prediction using LSTM. ICSPCS (2021)
Irene Amerini, Gianmarco Baldini, Francesco Leotta
Image and Video Forensics. J. Imaging 7 (11) (2021)
Enrique Mármol Campos, Pablo Fernández Saura, Aurora González-Vidal, José Luis Hernández Ramos, Jorge Bernal Bernabé, Gianmarco Baldini, Antonio F. Skarmeta
Evaluating Federated Learning for Intrusion Detection in Internet of Things: Review and Challenges. CoRR (2021)
Sara Nieves Matheu, José Luis Hernández Ramos, Antonio F. Skarmeta, Gianmarco Baldini
A Survey of Cybersecurity Certification for the Internet of Things. ACM Comput. Surv. 53 (6) (2021)
José Luis Hernández Ramos, Juan A. Martínez, Vincenzo Savarino, Marco Angelini, Vincenzo Napolitano, Antonio F. Skarmeta, Gianmarco Baldini
Security and Privacy in Internet of Things-Enabled Smart Cities: Challenges and Future Directions. IEEE Secur. Priv. 19 (1) (2021)
Niranjana Radhakrishnan, Sithamparanathan Kandeepan, Xinghuo Yu, Gianmarco Baldini
Performance Analysis of Long Short-Term Memory-Based Markovian Spectrum Prediction. IEEE Access 9 (2021)
Gianmarco Baldini
Intrusion detection systems in in-vehicle networks based on bag-of-words. CSNet (2021)
Gianmarco Baldini, Raimondo Giuliani, Monica Gemo, Franc Dimc
On the application of sensor authentication with intrinsic physical features to vehicle security. Comput. Electr. Eng. 91 (2021)
Gianmarco Baldini, José Luis Hernández Ramos, Slawomir Nowak, Ricardo Neisse, Mateusz Nowak
Mitigation of Privacy Threats due to Encrypted Traffic Analysis through a Policy-Based Framework and MUD Profiles. Symmetry 12 (9) (2020)
Ricardo Neisse, José Luis Hernández Ramos, Sara N. Matheu-García, Gianmarco Baldini, Antonio F. Skarmeta, Vasilios A. Siris, Dmitrij Lagutin, Pekka Nikander
An Interledger Blockchain Platform for Cross-Border Management of Cybersecurity Information. IEEE Internet Comput. 24 (3) (2020)
Gianmarco Baldini, Irene Amerini
An Evaluation of Entropy Measures for Microphone Identification. Entropy 22 (11) (2020)
Gianmarco Baldini, Raimondo Giuliani, Monica Gemo
Mitigation of Odometer Fraud for In-Vehicle Security Using the Discrete Hartley Transform. UEMCON (2020)
Gianmarco Baldini
Analysis of Encrypted Traffic with time-based features and time frequency analysis. GIoTS (2020)
Gianmarco Baldini, José Luis Hernández Ramos, Gary Steri, Ricardo Neisse, Igor Nai Fovino
A Review on the Application of Distributed Ledgers in the Evolution of Road Transport. IEEE Internet Comput. 24 (6) (2020)
Gianmarco Baldini
On the Application of Entropy Measures with Sliding Window for Intrusion Detection in Automotive In-Vehicle Networks. Entropy 22 (9) (2020)
Pawel Foremski, Slawomir Nowak, Piotr Fröhlich, José Luis Hernández Ramos, Gianmarco Baldini
Autopolicy: Automated Traffic Policing for Improved IoT Network Security. Sensors 20 (15) (2020)
Gianmarco Baldini, Raimondo Giuliani, Filip Geib
On the Application of Time Frequency Convolutional Neural Networks to Road Anomalies' Identification with Accelerometers and Gyroscopes. Sensors 20 (22) (2020)
Andraz Krasovec, Daniel Pellarini, Dimitrios Geneiatakis, Gianmarco Baldini, Veljko Pejovic
Not Quite Yourself Today: Behaviour-Based Continuous Authentication in IoT Environments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (4) (2020)
Gianmarco Baldini, Claudio Gentile
Transient-Based Internet of Things Emitter Identification Using Convolutional Neural Networks and Optimized General Linear Chirplet Transform. IEEE Commun. Lett. 24 (7) (2020)
José Luis Hernández Ramos, Gianmarco Baldini, Sara Nieves Matheu, Antonio F. Skarmeta
Updating IoT devices: challenges and potential approaches. GIoTS (2020)
Gianmarco Baldini, Ricardo Neisse
On the application of Policy-based Frameworks to Autonomous Vehicles. GIoTS (2020)
Gianmarco Baldini, Irene Amerini
Smartphones Identification Through the Built-In Microphones With Convolutional Neural Network. IEEE Access 7 (2019)
José Luis Hernández Ramos, Gianmarco Baldini, Ricardo Neisse, Mays F. Al-Naday, Martin J. Reed
A Policy-based Framework in Fog enabled Internet of Things for Cooperative ITS. GIoTS (2019)
Gianmarco Baldini, Gary Steri, Raimondo Giuliani, Franc Dimc
Radiometric identification using variational mode decomposition. Comput. Electr. Eng. 76 (2019)
Gianmarco Baldini, Raimondo Giuliani, Franc Dimc
Physical layer authentication of Internet of Things wireless devices using convolutional neural networks and recurrence plots. Internet Technol. Lett. 2 (2) (2019)
Gianmarco Baldini, Raimondo Giuliani, Claudio Gentile
An assessment of the impact of IQ imbalances on the physical layer authentication of IoT wireless devices. GIoTS (2019)
Ricardo Neisse, José Luis Hernández Ramos, Sara Nieves Matheu, Gianmarco Baldini, Antonio F. Skarmeta
Toward a Blockchain-based Platform to Manage Cybersecurity Certification of IoT devices. CSCN (2019)
Gianmarco Baldini, Raimondo Giuliani
An assessment of the impact of wireless interferences on IoT emitter identification using Time Frequency representations and CNN. GIoTS (2019)
Ricardo Neisse, José Luis Hernández Ramos, Sara N. Matheu-García, Gianmarco Baldini, Antonio F. Skarmeta
Toward a Blockchain-based Platform to Manage Cybersecurity Certification of IoT devices. CoRR (2019)
Gianmarco Baldini, Filip Geib, Raimondo Giuliani
Continuous Authentication of Automotive Vehicles Using Inertial Measurement Units. Sensors 19 (23) (2019)
Sara N. Matheu-García, José Luis Hernández Ramos, Antonio F. Skarmeta, Gianmarco Baldini
Risk-based automated assessment and testing for the cybersecurity certification and labelling of IoT devices. Comput. Stand. Interfaces 62 (2019)
Gianmarco Baldini, Dimitris Geneiatakis
A Performance Evaluation on Distance Measures in KNN for Mobile Malware Detection. CoDIT (2019)
Gianmarco Baldini, José Luis Hernández Ramos, Gary Steri, Sara N. Matheu-García
Zone Keys Trust Management in Vehicular Networks based on Blockchain. GIoTS (2019)
Gianmarco Baldini, Maarten Botterman, Ricardo Neisse, Mariachiara Tallacchini
Ethical Design in the Internet of Things. Sci. Eng. Ethics 24 (3) (2018)
Daniele Borio, Eduardo Cano Pons, Gianmarco Baldini
Speed Consistency in the Smart Tachograph. Sensors 18 (5) (2018)
Gianmarco Baldini, Luigi Sportiello, Michel Chiaramello, Vincent Mahieu
Regulated applications for the road transportation infrastructure: The case study of the smart tachograph in the European Union. Int. J. Crit. Infrastructure Prot. 21 (2018)
Gianmarco Baldini, Gary Steri, Raimondo Giuliani
Synchrosqueezing Transform Based Methodology for Radiometric Identification. TSP (2018)
Dimitris Geneiatakis, Gianmarco Baldini, Igor Nai Fovino, Ioannis Vakalis
Towards a Mobile Malware Detection Framework with the Support of Machine Learning. Euro-CYBERSEC (2018)
Gianmarco Baldini, Raimondo Giuliani, Claudio Gentile, Gary Steri
Measures to Address the Lack of Portability of the RF Fingerprints for Radiometric Identification. NTMS (2018)
Gianmarco Baldini, Raimondo Giuliani, Gary Steri, Ignacio Sanchez, Claudio Gentile
The application of the Symbolic Aggregate Approximation algorithm (SAX) to radio frequency fingerprinting of IoT devices. SCVT (2017)
Gianmarco Baldini, Franc Dimc, Roman Kamnik, Gary Steri, Raimondo Giuliani, Claudio Gentile
Identification of Mobile Phones Using the Built-In Magnetometers Stimulated by Motion Patterns. Sensors 17 (4) (2017)
Eduardo Cano Pons, Gianmarco Baldini, Dimitris Geneiatakis
A wireless propagation analysis for the frequency of the pseudonym changes to support privacy in VANETs. MIPRO (2017)
Gianmarco Baldini, Gary Steri, Raimondo Giuliani, Vladimir Kyovtorov
Mobile phone identification through the built-in magnetometers. CoRR (2017)
Faouzi Bader, Laurent Martinod, Gianmarco Baldini, Fred Frantz, Kandeepan Sithamparanathan, Oriol Sallent
Future evolution of public safety communications in the 5G Era. Trans. Emerg. Telecommun. Technol. 28 (3) (2017)
Gianmarco Baldini, Raimondo Giuliani, Eduardo Cano Pons
An Analysis of the Privacy Threat in Vehicular Ad Hoc Networks due to Radio Frequency Fingerprinting. Mob. Inf. Syst. 2017 (2017)
Gianmarco Baldini, Gary Steri, Raimondo Giuliani, Claudio Gentile
Imaging time series for internet of things radio frequency fingerprinting. ICCST (2017)
Gregory Neven, Gianmarco Baldini, Jan Camenisch, Ricardo Neisse
Privacy-preserving attribute-based credentials in cooperative intelligent transport systems. VNC (2017)
Daniele Borio, Ciro Gioia, Eduardo Cano Pons, Gianmarco Baldini
GNSS Receiver Identification Using Clock-Derived Metrics. Sensors 17 (9) (2017)
Dimitris Geneiatakis, Ioannis Kounelis, Ricardo Neisse, Igor Nai Fovino, Gary Steri, Gianmarco Baldini
Security and privacy issues for an IoT based smart home. MIPRO (2017)
Ricardo Neisse, Gianmarco Baldini, Gary Steri, Abbas Ahmad, Elizabeta Fourneret, Bruno Legeard
Improving Internet of Things device certification with policy-based management. GIoTS (2017)
Gianmarco Baldini, Gary Steri, Irene Amerini, Roberto Caldelli
The identification of mobile phones through the fingerprints of their built-in magnetometer: An analysis of the portability of the fingerprints. ICCST (2017)
Gianmarco Baldini, Raimondo Giuliani, Gary Steri, Ricardo Neisse
Physical layer authentication of Internet of Things wireless devices through permutation and dispersion entropy. GIoTS (2017)
Gianmarco Baldini, Gary Steri
A Survey of Techniques for the Identification of Mobile Phones Using the Physical Fingerprints of the Built-In Components. IEEE Commun. Surv. Tutorials 19 (3) (2017)
Gianmarco Baldini, Gary Steri, Franc Dimc, Raimondo Giuliani, Roman Kamnik
Experimental Identification of Smartphones Using Fingerprints of Built-In Micro-Electro Mechanical Systems (MEMS). Sensors 16 (6) (2016)
Gary Steri, Gianmarco Baldini, Leonardo Goratti
LTE D2D communication for collaborative wearable sensor networks: A connectivity analysis. EuCNC (2016)
Ricardo Neisse, Gianmarco Baldini, Gary Steri, Vincent Mahieu
Informed consent in Internet of Things: The case study of cooperative intelligent transport systems. ICT (2016)
Gary Steri, Gianmarco Baldini, Igor Nai Fovino, Ricardo Neisse, Leonardo Goratti
A novel multi-hop secure LTE-D2D communication protocol for IoT scenarios. ICT (2016)
Gianmarco Baldini, Antonio F. Skarmeta, Elizabeta Fourneret, Ricardo Neisse, Bruno Legeard, Franck Le Gall
Security certification and labelling in Internet of Things. WF-IoT (2016)
Franc Dimc, Gianmarco Baldini, Kandeepan Sithamparanathan
Experimental detection of mobile satellite transmissions with cyclostationary features. Int. J. Satell. Commun. Netw. 33 (2) (2015)
Adam M. Lewis, Gianmarco Baldini, Jean-Marc Chareau
Apodization Method for Standard Load Modulation Amplitude Measurement on Proximity Integrated Circuit Cards. IEEE Trans. Instrum. Meas. 64 (1) (2015)
Ignacio Sanchez, R. Satta, Raimondo Giuliani, Gianmarco Baldini
Detection of DECT identity spoofing through radio frequency fingerprinting. MIPRO (2015)
Ricardo Neisse, Gary Steri, Igor Nai Fovino, Gianmarco Baldini
SecKit: A Model-based Security Toolkit for the Internet of Things. Comput. Secur. 54 (2015)
Ignacio Sanchez, Gianmarco Baldini, David Shaw, Raimondo Giuliani
Experimental passive eavesdropping of Digital Enhanced Cordless Telecommunication voice communications through low-cost software-defined radios. Secur. Commun. Networks 8 (3) (2015)
Ricardo Neisse, Gianmarco Baldini, Gary Steri, Yutaka Miyake, Shinsaku Kiyomoto, Abdur Rahim Biswas
An agent-based framework for Informed Consent in the internet of things. WF-IoT (2015)
Chayan Sarkar, S. N. Akshay Uttama Nambi, R. Venkatesha Prasad, Abdur Rahim Biswas, Ricardo Neisse, Gianmarco Baldini
DIAT: A Scalable Distributed Architecture for IoT. IEEE Internet Things J. 2 (3) (2015)
Akram Al-Hourani, Sathyanarayanan Chandrasekharan, Gianmarco Baldini, Kandeepan Sithamparanathan
Propagation measurements in 5.8GHz and pathloss study for CEN-DSRC. ICCVE (2014)
Leonardo Goratti, Gary Steri, Karina Mabell Gomez, Gianmarco Baldini
Connectivity and security in a D2D communication protocol for public safety applications. ISWCS (2014)
Andreas Polydoros, Nikos Dimitriou, Gianmarco Baldini, Igor Nai Fovino, Marco Taddeo, Antonio M. Cipriano
Public Protection and Disaster Relief Communication System Integrity: A Radio-Flexibility and Identity-Based Cryptography Approach. IEEE Veh. Technol. Mag. 9 (4) (2014)
Ignacio Sanchez, Riccardo Satta, Igor Nai Fovino, Gianmarco Baldini, Gary Steri, David Shaw, Andrea Ciardulli
Privacy leakages in Smart Home wireless technologies. ICCST (2014)
Ricardo Neisse, Igor Nai Fovino, Gianmarco Baldini, Vera Stavroulaki, Panagiotis Vlacheas, Raffaele Giaffreda
A Model-Based Security Toolkit for the Internet of Things. ARES (2014)
Leonardo Goratti, Gianmarco Baldini, Alberto Rabbachin
An urn occupancy approach for cognitive radio networks in DTVB white spaces. Telecommun. Syst. 56 (2) (2014)
Ioannis Kounelis, Gianmarco Baldini, Ricardo Neisse, Gary Steri, Mariachiara Tallacchini, Ângela Guimarães Pereira
Building Trust in the Human?Internet of Things Relationship. IEEE Technol. Soc. Mag. 33 (4) (2014)
Gianmarco Baldini, Stan Karanasios, David K. Allen, Fabrizio Vergari
Survey of Wireless Communication Technologies for Public Safety. IEEE Commun. Surv. Tutorials 16 (2) (2014)
Ricardo Neisse, Gary Steri, Gianmarco Baldini
Enforcement of security policy rules for the Internet of Things. WiMob (2014)
Gianmarco Baldini, Taj A. Sturman, Alberto Dalode, Andrea Kropp, Claudio Sacchi
An emergency communication system based on software-defined radio. EURASIP J. Wirel. Commun. Netw. 2014 (2014)
Gianmarco Baldini, Ioannis Kounelis, Jan Löschner, Mariachiara Tallacchini
European Citizens and Their Trust in Social Networks. HCI (15) (2014)
Alessandro Delfino, Leonardo Goratti, Raimondo Giuliani, Franco Oliveri, Gianmarco Baldini
A Software Radio Implementation of Centralized MAC Protocol for Cognitive Radio Networks. Wirel. Pers. Commun. 68 (3) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gianmarco Baldini