2026 Roberto Baldoni: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	43	7980	7753	211	209	302	7919

Overview

Roberto Baldoni is affiliated with Sapienza University of Rome in Italy. Their research spans multiple fields, with a primary focus on computer science and medicine. The scientist's work intersects diverse subfields including radiology, nuclear medicine and imaging, signal processing, computer networks and communications, artificial intelligence, and emergency medical services.

Their recent publications reflect this multidisciplinary approach, encompassing topics such as radiation dose and imaging, advanced malware detection techniques, network security and intrusion detection, central venous catheters and hemodialysis, ultrasound in clinical applications, advanced radiotherapy techniques, and spam and phishing detection.

Notable recent papers include:

MalFamAware: automatic family identification and malware classification through online clustering (2020, International Journal of Information Security)
Function Representations for Binary Similarity (2021, IEEE Transactions on Dependable and Secure Computing)
AndroDFA: Android Malware Classification Based on Resource Consumption (2020, Information)
Dosis de radiación durante la inserción guiada por fluoroscopia de un dispositivo de acceso venoso central: un estudio observacional retrospectivo (2020, Radiología)
Radiation dose during fluoroscopically guided central venous access device insertion: Retrospective observational study (2021, Radiología (English Edition))

The scientist frequently collaborates with a core group of coauthors, including Leonardo Querzoni, M. Esposito, Leonardo Aniello, Luca Massarelli, and Mohamed Khaldoun Badawy. Several coauthors have contributed multiple papers alongside Baldoni, indicating ongoing research partnerships.

Publication venues commonly featuring their work include Physica Medica, International Journal of Information Security, IEEE Transactions on Dependable and Secure Computing, Information, and Radiología.

Roberto Baldoni's research contributions broadly cover:

Radiation Dose and Imaging
Advanced Malware Detection Techniques
Network Security and Intrusion Detection
Central Venous Catheters and Hemodialysis
Ultrasound in Clinical Applications
Advanced Radiotherapy Techniques
Spam and Phishing Detection

This profile indicates an interdisciplinary approach combining computer science methodologies with medical applications, contributing to both security and health technology domains.

Best Publications

A Survey of Symbolic Execution Techniques

Roberto Baldoni;Emilio Coppa;Daniele Cono D’elia;Camil Demetrescu

660
Citations
Survey of machine learning techniques for malware analysis

Daniele Ucci;Leonardo Aniello;Roberto Baldoni

570
Citations
PBFT vs proof-of-authority: applying the CAP theorem to permissioned blockchain

Stefano De Angelis;Leonardo Aniello;Roberto Baldoni;Federico Lombardi

428
Citations
Adaptive online scheduling in storm

Leonardo Aniello;Roberto Baldoni;Leonardo Querzoni

320
Citations
Blockchain-Based Database to Ensure Data Integrity in Cloud Computing Environments.

Edoardo Gaetani;Leonardo Aniello;Roberto Baldoni;Federico Lombardi

252
Citations
TERA: topic-based event routing for peer-to-peer architectures

Roberto Baldoni;Roberto Beraldi;Vivien Quema;Leonardo Querzoni

215
Citations
The DaQuinCIS architecture: a platform for exchanging and improving data quality in cooperative information systems

Monica Scannapieco;Antonino Virgillito;Carlo Marchetti;Massimo Mecella

200
Citations
A Survey of Service Discovery Protocols in Multihop Mobile Ad Hoc Networks

A.N. Mian;R. Baldoni;R. Beraldi

195
Citations
SAFE: Self-Attentive Function Embeddings for Binary Similarity.

Luca Massarelli;Giuseppe Antonio Di Luna;Fabio Petroni;Roberto Baldoni

186
Citations
Content-Based Publish-Subscribe over Structured Overlay Networks

R. Baldoni;C. Marchetti;A. Virgillito;R. Vitenberg

161
Citations
A communication-induced checkpointing protocol that ensures rollback-dependency trackability

R. Baldoni;J.-M. Helary;A. Mostefaoui;M. Raynal

143
Citations
Managing Data Quality in Cooperative Information Systems

Massimo Mecella;Monica Scannapieco;Antonino Virgillito;Roberto Baldoni

133
Citations
Efficient Publish/Subscribe Through a Self-Organizing Broker Overlay and its Application to SIENA

Roberto Baldoni;Roberto Beraldi;Leonardo Querzoni;Antonino Virgillito;Antonino Virgillito

128
Citations
An index-based checkpointing algorithm for autonomous distributed systems

R. Baldoni;F. Quaglia;P. Fornara

107
Citations
Distributed Event Routing in Publish/Subscribe Communication Systems: A Survey

Roberto Baldoni;Leonardo Querzoni;Sasu Tarkoma;Antonio Virgillito

106
Citations
A Prototype Evaluation of a Tamper-Resistant High Performance Blockchain-Based Transaction Log for a Distributed Database

Leonardo Aniello;Roberto Baldoni;Edoardo Gaetani;Federico Lombardi

102
Citations
Fundamentals of Distributed Computing: A Practical Tour of Vector Clock Systems

Roberto Baldoni;Matthias Klusch

101
Citations
Investigating Graph Embedding Neural Networks with Unsupervised Features Extraction for Binary Analysis

Luca Massarelli;Giuseppe A. Di Luna;Fabio Petroni;Leonardo Querzoni

93
Citations
A distributed mutual exclusion algorithm for mobile ad-hoc networks

R. Baldoni;A. Virgillito;R. Petrassi

90
Citations
Architecture for group communication in mobile systems

R. Prakash;R. Baldoni

88
Citations
Distributed event routing in publish/subscribe communication systems

Roberto Baldoni;Leonardo Querzoni;Sasu Tarkoma;Antonio Virgillito

71
Citations
Survey on the Usage of Machine Learning Techniques for Malware Analysis.

Daniele Ucci;Leonardo Aniello;Roberto Baldoni

18
Citations
2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)

Marco Aiello;Fabio Aloise;Roberto Baldoni;Febo Cincotti

12
Citations

Frequent Co-Authors

Michel Raynal Institut de Recherche en Informatique et Systèmes Aléatoires

Massimo Mecella Sapienza University of Rome

Ravi Prakash The University of Texas at Dallas

Tiziana Catarci Sapienza University of Rome

Marco Aiello University of Stuttgart

Ioannis Chatzigiannakis Sapienza University of Rome

Febo Cincotti Sapienza University of Rome

Vladimiro Sassone University of Southampton

Christoph Guger Graz University of Technology

Shlomi Dolev Ben-Gurion University of the Negev

External Links

Personal website of Roberto Baldoni Google Scholar page

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