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Paolo Tonella

universita della svizzera italiana

58H-index
458Paper Count
1.1WCitation Count
Published Papers 53
Publication Date
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Multi-Agent deep reinforcement learning for penetration testing of IoT devices through their mobile companion app
errJournal of Systems and Software
IF4.1
err2026-04-28
err0
PREAI
errFrancesco Pagano; Mariano Ceccato; Alessio Merlo; Paolo Tonella
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errSave
Cross-Site Scripting Adversarial Attacks Based on Deep Reinforcement Learning: Evaluation and Extension Study
errJournal of Systems and Software
IF4.1
err2026-03-14
err0
errOAAI
errSamuele Pasini; Gianluca Maragliano; Jinhan Kim; Paolo Tonella
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errSave
Evaluating and improving the robustness of security attack detectors generated by LLMs
errEmpirical Software Engineering
IF3.6
err2025-12-05
err0
errOAAI
errSamuele Pasini; Jinhan Kim; Tommaso Aiello; Rocío Cabrera Lozoya; Antonino Sabetta; Paolo Tonella
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errSave
When uncertainty leads to unsafety: Empirical insights into the role of uncertainty in unmanned aerial vehicle safety
errEmpirical Software Engineering
IF3.6
err2025-09-25
err0
errOAAI
errSajad Khatiri; Fatemeh Mohammadi Amin; Sebastiano Panichella; Paolo Tonella
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errSave
Parallelization in System-Level Testing: Novel Approaches to Manage Test Suite Dependencies
errIEEE Transactions on Software Engineering
IF5.6
err2025-07-01
err0
PREAI
errPasquale Polverino; Fabio Di Lauro; Matteo Biagiola; Paolo Tonella; Antonio Carzaniga
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errSave
An empirical study of fault localisation techniques for deep neural networks
errEmpirical Software Engineering
IF3.6
err2025-06-10
err0
errOAAI
errNargiz Humbatova; Jinhan Kim; Gunel Jahangirova; Shin Yoo; Paolo Tonella
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errSave
An industrial experience report on applying search-based boundary input generation to cyber-physical systems
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2025-05-17
err0
PREAI
errValle, Pablo; Riccio, Vincenzo; Arrieta, Aitor; Tonella, Paolo; Arratibel, Maite
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errSave
STILE: A tool for optimizing E2E web test scripts parallelization
errJOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
err2025-04-01
err0
errOAAI
errOlianas, Dario; Leotta, Maurizio; Ricca, Filippo; Biagiola, Matteo; Tonella, Paolo
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errSave
Reinforcement learning for online testing of autonomous driving systems: a replication and extension study
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-11-05
err0
errOAAI
errGiamattei, Luca; Biagiola, Matteo; Pietrantuono, Roberto; Russo, Stefano; Tonella, Paolo
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errSave
Boundary State Generation for Testing and Improvement of Autonomous Driving Systems
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-08-01
err1
errOAAI
errBiagiola, Matteo; Tonella, Paolo
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errSave
GenMorph: Automatically Generating Metamorphic Relations via Genetic Programming
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-07-01
err2
errOAAI
errAyerdi, Jon; Terragni, Valerio; Jahangirova, Gunel; Arrieta, Aitor; Tonella, Paolo
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errSave
Focused Test Generation for Autonomous Driving Systems
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-06-27
err1
errOAAI
errZohdinasab, Tahereh; Riccio, Vincenzo; Tonella, Paolo
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errSave
Two is better than one: digital siblings to improve autonomous driving testing
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2024-05-17
err3
errOAAI
errBiagiola, Matteo; Stocco, Andrea; Riccio, Vincenzo; Tonella, Paolo
errShare
errSave
Testing of Deep Reinforcement Learning Agents with Surrogate Models
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-03-14
err5
errOAAI
errBiagiola, Matteo; Tonella, Paolo
errShare
errSave
Adopting Two Supervisors for Efficient Use of Large-Scale Remote Deep Neural Networks - RCR Report
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2023-11-23
err0
PREAI
errWeiss, Michael; Tonella, Paolo
errShare
errSave
Adopting Two Supervisors for Efficient Use of Large-Scale Remote Deep Neural Networks
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2023-11-23
err0
errOAAI
errWeiss, Michael; Tonella, Paolo
errShare
errSave
Generating and detecting true ambiguity: a forgotten danger in DNN supervision testing
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2023-11-03
err2
errOAAI
errWeiss, Michael; Gomez, Andre Garcia; Tonella, Paolo
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errSave
Assessing the security of inter-app communications in android through reinforcement learning
errCOMPUTERS & SECURITY
IF5.4
err2023-08-01
err1
errOAAI
errRomdhana, Andrea; Merlo, Alessio; Ceccato, Mariano; Tonella, Paolo
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errSave
Model vs system level testing of autonomous driving systems: a replication and extension study
errEMPIRICAL SOFTWARE ENGINEERING
IF3.6
err2023-05-02
err14
errOAAI
errStocco, Andrea; Pulfer, Brian; Tonella, Paolo
errShare
errSave
Mind the Gap! A Study on the Transferability of Virtual Versus Physical-World Testing of Autonomous Driving Systems
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2023-04-01
err25
errOAAI
errStocco, Andrea; Pulfer, Brian; Tonella, Paolo
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Mark Harman
H-index: 90 · Papers: 712
M
Massimiliano Di Penta
H-index: 77 · Papers: 515
M
Michael Weiß
H-index: 57 · Papers: 364
A
Alessandro Orso
H-index: 57 · Papers: 227
G
Giuliano Antoniol
H-index: 50 · Papers: 328
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