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Antonella Santone

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

131

Venues

34

Active years

1995–2026

Best venue rank

A*

Where they publish

Papers

131 indexed papers, newest first.

YearVenueTitleAuthors
2026SECRYPTPacked and Unpacked Malware Detection by Means of Explainable Federated Machine Learning.Giovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
2025ESORICSOn the Effectiveness of Generative Adversarial Networks for Data Augmentation in Malware Detection.Giovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
2025ICIAPA Privacy-Preserving Method for Explainable Multiple Sclerosis Detection Through Federated Machine Learning.Filomena Niro, Miriam Di Renzo, Patrizia Agnello, Marta Petyx, Giovanni Ciaramella, Fabio Martinelli, Mario Cesarelli, Antonella Santone, Francesco Mercaldo
2025IJCCIA Privacy-Preserving and Explainable Approach for Anomaly Detection in Substation Networks.Paul Tavolato, Oliver Eigner, Philipp Kreimel-Haindl, Patrizia Agnello, Marta Petyx, Antonella Santone, Fabio Martinelli, Francesco Mercaldo
2025IJCNNA Method for Explainable Medical Abstracts Classification through Transformer Models.Luca Petrillo, Anna Giacomello, Fabio Martinelli, Antonella Santone, Mario Cesarelli, Francesco Mercaldo
2025IJCNNExplainable Access Control Policies Classification through Large Language Models.Luca Petrillo, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
2025IJCNNInterpretable Res-ViTNet with Multiview Interaction and Multiobjective Optimization for sEMG-based LLMI Recognition.Xiangli Zhou, Biao Wei, Yu Liu, Liufeng Xiao, Antonella Santone, Francesco Mercaldo
2025SECRYPTA Method for Packed (and Unpacked) Malware Detection by Means of Convolutional Neural Networks.Giovanni Ciaramella, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
2025SECRYPTTowards Quantum Machine Learning in Ransomware Detection.Francesco Mercaldo, Giovanni Ciaramella, Fabio Martinelli, Antonella Santone
2024ENASEEvaluating the Impact of Generative Adversarial Network in Android Malware Detection.Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2024ICAARTSpiral Drawing Test and Explainable Convolutional Neural Networks for Parkinson's Disease Detection.Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone
2024ICAARTDetecting Parkinson's Disease Using the Spiral and Wave Drawing Test by Means of Explainable Deep Learning.Antonella Santone, Mario Cesarelli, Fabio Martinelli, Luca Brunese, Francesco Mercaldo
2024ICISSPCybersecurity-Related Tweet Classification by Explainable Deep Learning.Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Luca Petrillo, Antonella Santone
2024ICSoftEgyptian Hieroglyphs Localisation Through Object Detection.Lucia Lombardi, Francesco Mercaldo, Antonella Santone
2024KESA Method for AI-generated sentence detection through Large Language Models.Fabio Martinelli, Francesco Mercaldo, Luca Petrillo, Antonella Santone
2024KESA Method for Finding Distance in Real-Time Car Detection through Object Detection.Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2024KESReal-Time Road Sign Localisation through Object Detection.Francesco Mercaldo, Fabio Martinelli, Antonella Santone
2024WETICEIdentifying Ocular Diseases through Image Processing: Pattern Matching on Single Fundus Images.Simona Correra, Giulia Varriano, Vittoria Nardone, Antonella Santone
2024WETICEOn the Adoption of Counterexample for Classification Task Explainability.Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2024WETICEPreventing Epilepsy: a case study into Radiomics and pre-processing efficacy.Giulia Varriano, Luigi Pavone, Simona Correra, Giancarlo Di Gennaro, Marcello Bartolo, Ferdinando Caranci, Antonella Santone, Luca Brunese
2024SECRYPTLeveraging Deep Learning for Intrusion Detection in IoT Through Visualized Network Data.Amine Hattak, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2024SIMULTECHOn the Adoption of Explainable Deep Learning for Image-Based Network Traffic Classification.Amine Hattak, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023COMPSACComputational cost of CT Radiomics workflow: a case study on COVID-19.Giulia Varriano, Valeria Sorgente, Francesco Mercaldo, Antonella Santone, Luca Brunese
2023ICISSPStegWare: A Novel Malware Model Exploiting Payload Steganography and Dynamic Compilation.Daniele Albanese, Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Marco Russodivito, Antonella Santone
2023ICISSPAn Explainable Convolutional Neural Network for Dynamic Android Malware Detection.Francesco Mercaldo, Fabio Martinelli, Antonella Santone
2023ICMLABenchmarking YOLO Models for Automatic Reading in Smart Metering Systems: A Performance Comparison Analysis.Amine Hattak, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023IJCNNExploring Quantum Machine Learning for Explainable Malware Detection.Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023KESExplainable Deep Learning for Face Mask Detection.Mario Cesarelli, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023KESDamage Detection and Localisation using UAV/ Drone with Object Detection.Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023KESObject Detection and Localisation in Thermal Images by means of UAV/Drone.Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2023SECRYPTA Method for Robust and Explainable Image-Based Network Traffic Classification with Deep Learning.Amine Hattak, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022BIBEDeep Learning for Heartbeat Phonocardiogram Signals Explainable Classification.Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022BIBEMachine Learning for Uterine Cervix Screening.Francesco Mercaldo, Xiaoli Zhou, Pan Huang, Fabio Martinelli, Antonella Santone
2022DASCEmotion Recognition from Facial Expression using Explainable Deep Learning.Mario Cesarelli, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022ICDCSExplainable Deep Learning Methodologies for Biomedical Images Classification.Marcello Di Giammarco, Francesco Mercaldo, Fabio Martinelli, Antonella Santone
2022ICDCSDesigning Robust Deep Learning Classifiers for Image-based Malware Analysis.Giacomo Iadarola, Francesco Mercaldo, Fabio Martinelli, Antonella Santone
2022ICISSPOn the Influence of Image Settings in Deep Learning-based Malware Detection.Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Vinod P.
2022ICMLACOVID-19 Detection from Cough Recording by means of Explainable Deep Learning.Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tavone
2022ICMLAContinuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning.Giovanni Ciaramella, Stefano Fagnano, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022ICMVDeep learning for blood cells classification and localisation.Francesco Mercaldo, Mario Cesarelli, Fabio Martinelli, Antonella Santone
2022IJCNNExplainable Retinopathy Diagnosis and Localisation by means of Class Activation Mapping.Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022KESOn the Resilience of Shallow Machine Learning Classification in Image-based Malware Detection.Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tommasone
2022KESA Model Checking-based Approach to Malicious Family Detection in iOS Environment.Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022KESHigh Grade Brain Cancer Segmentation by means of Deep Learning.Marcello Di Giammarco, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022KESDrone Audio recognition based on Machine Learning Techniques.Giovanni Lacava, Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Pizzi
2022KESA Method for Intrusion Detection in Smart Grid.Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022SECRYPTA Method for Road Accident Prevention in Smart Cities based on Deep Reinforcement Learning.Giuseppe Crincoli, Fabiana Fierro, Giacomo Iadarola, Piera Elena La Rocca, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2022SECRYPTA Real-time Method for CAN Bus Intrusion Detection by Means of Supervised Machine Learning.Francesco Mercaldo, Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Ranieri, Antonella Santone
2021ICISSPColluding Covert Channel for Malicious Information Exfiltration in Android Environment.Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2021IJCNNThermal Ablation Treatment Detection by means of Machine Learning.Luca Brunese, Francesco Mercaldo, Antonella Santone, Giuseppe Peter Vanoli
2021IJCNNA Semi-Automated Explainability-Driven Approach for Malware Analysis through Deep Learning.Giacomo Iadarola, Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Christian Peluso, Antonella Santone
2021IJCNNA Proposal to Ensure Social Distancing with Deep Learning-based Object Detection.Francesco Mercaldo, Fabio Martinelli, Antonella Santone
2021ISPAPerturbation of Image-based Malware Detection with Smali level morphing techniques.Federico Gerardi, Giacomo Iadarola, Fabio Martinelli, Antonella Santone, Francesco Mercaldo
2021KESVulnerability Evaluation of Android Malware Detectors against Adversarial Examples.Ijas Ah, Vinod P., Akka Zemmari, Harikrishnan D, Godvin Poulose, Don Jose, Francesco Mercaldo, Fabio Martinelli, Antonella Santone
2021KESAndroid Collusion Detection by means of Audio Signal Analysis with Machine Learning techniques.Rosangela Casolare, Umberto Di Giacomo, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2021KESA Method for Automatic Penetration Testing and Mitigation: AEric Filiol, Francesco Mercaldo, Antonella Santone
2021KESExploiting Supervised Machine Learning for Driver Detection in a Real-World Environment.Umberto Di Giacomo, Rosangela Casolare, Oliver Eigner, Fabio Martinelli, Francesco Mercaldo, Torsten Priebe, Antonella Santone
2021KESDetecting Call Indirection Obfuscation through Equivalence Checking in Android environment.Tiziano Marinaro, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2021SECRYPTMobile Family Detection through Audio Signals Classification.Rosangela Casolare, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2020AINATowards the Use of Generative Adversarial Neural Networks to Attack Online Resources.Lelio Campanile, Mauro Iacono, Fabio Martinelli, Fiammetta Marulli, Michele Mastroianni, Francesco Mercaldo, Antonella Santone
2020AINAColluding Android Apps Detection via Model Checking.Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone
2020AINACode Reordering Obfuscation Technique Detection by Means of Weak Bisimulation.Giuseppe Crincoli, Tiziano Marinaro, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2020AINAPredicting Probability of Default Under IFRS 9 Through Data Mining Techniques.Fabio Martinelli, Francesco Mercaldo, Domenico Raucci, Antonella Santone
2020ICISSPAccidental Sensitive Data Leaks Prevention via Formal Verification.Madalina G. Ciobanu, Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2020ICISSPAndroid Run-time Permission Exploitation User Awareness by Means of Formal Methods.Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2020ICISSPBank Credit Risk Management based on Data Mining Techniques.Fabio Martinelli, Francesco Mercaldo, Domenico Raucci, Antonella Santone
2020IJCNNIdentify Potential Attacks from Simulated Log Analysis.Cinzia Bernardeschi, Andrea Domenici, Francesco Mercaldo, Antonella Santone
2020IJCNNLung Cancer Detection and Characterisation through Genomic and Radiomic Biomarkers.Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
2020IJCNNMalicious Collusion Detection in Mobile Environment by means of Model Checking.Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2020IJCNNEnhanced Privacy and Data Protection using Natural Language Processing and Artificial Intelligence.Fabio Martinelli, Fiammetta Marulli, Francesco Mercaldo, Stefano Marrone, Antonella Santone
2020IJCNNHourly Global Solar Radiation Reconstruction Applying Machine Learning.Francesco Mercaldo, Antonella Santone, Francesco Tariello, Giuseppe Peter Vanoli
2020ISSREEvaluating Deep Learning Classification Reliability in Android Malware Family Detection.Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2020KESDeep learning for heart disease detection through cardiac sounds.Luca Brunese, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2020KESMachine learning for coronavirus covid-19 detection from chest x-rays.Luca Brunese, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2020VTCMachine Learning for Driver Detection through CAN bus.Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2019CCSA Data Life Cycle Modeling Proposal by Means of Formal Methods.Madalina G. Ciobanu, Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2019ENASEInvestigating Mobile Applications Quality in Official and Third-party Marketplaces.Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2019ICAARTCan Machine Learning Predict Soccer Match Results?Giovanni Capobianco, Umberto Di Giacomo, Francesco Mercaldo, Vittoria Nardone, Antonella Santone
2019ICISSPSpyware Detection using Temporal Logic.Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone
2019IJCNNMachine Learning to Identify Gender via Hair Elements.Pasquale Avino, Francesco Mercaldo, Vittoria Nardone, Ivan Notardonato, Antonella Santone
2019IJCNNNeural Networks for Lung Cancer Detection through Radiomic Features.Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
2019IJCNNCascade Learning for Mobile Malware Families Detection through Quality and Android Metrics.Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2019IJCNNSocial Network Polluting Contents Detection through Deep Learning Techniques.Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2019IDCModel Checking to Detect the Hummingbad Malware.Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Gigliola Vaglini
2019KESExploiting Model Checking for Mobile Botnet Detection.Cinzia Bernardeschi, Francesco Mercaldo, Vittoria Nardone, Antonella Santone
2019KESA Blockchain Based Proposal for Protecting Healthcare Systems through Formal Methods.Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
2019KESRadiomic Features for Medical Images Tamper Detection by Equivalence Checking.Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
2019KESFormal Modeling for Magnetic Resonance Images Tamper Mitigation.Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone
2019KESUntitled recordGiovanni Capobianco, Umberto Di Giacomo, Francesco Mercaldo, Antonella Santone
2019KESModel Checking for Data Anomaly Detection.Madalina G. Ciobanu, Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2019KESEnergy Consumption Metrics for Mobile Device Dynamic Malware Detection.Fausto Fasano, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2019PDPWearable Devices for Human Activity Recognition and User Detection.Giovanni Capobianco, Umberto Di Giacomo, Fabio Martinelli, Francesco Mercaldo, Antonella Santone
2019WETICEFormal Verification of Radio Communication Management in Railway Systems Using Model Checking Technique.Antonio Borrelli, Giuseppe Antonio Di Lucca, Vittoria Nardone, Antonella Santone
2019WETICEReal-Time SCADA Attack Detection by Means of Formal Methods.Francesco Mercaldo, Fabio Martinelli, Antonella Santone
2018ICISSPWho's Driving My Car? A Machine Learning based Approach to Driver Identification.Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Albina Orlando, Antonella Santone
2018ICISSPCluster Analysis for Driver Aggressiveness Identification.Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Albina Orlando, Antonella Santone
2018PERCOMContext-Awareness Mobile Devices for Traffic Incident Prevention.Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Albina Orlando, Antonella Santone
2018WETICESafety Critical Systems Formal Verification Using Execution Traces.Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Albina Orlando, Antonella Santone, Gigliola Vaglini
2018SAFECOMPReal-Time Driver Behaviour Characterization Through Rule-Based Machine Learning.Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Gigliola Vaglini
2017CCSHow Discover a Malware using Model Checking.Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone
2017ICISSPIdentifying Mobile Repackaged Applications through Formal Methods.Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Corrado Aaron Visaggio
2017ICSEModel Checking for Mobile Android Malware Evolution.Aniello Cimitile, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Gigliola Vaglini
2017KESDiabetes Mellitus Affected Patients Classification and Diagnosis through Machine Learning Techniques.Francesco Mercaldo, Vittoria Nardone, Antonella Santone
2017WETICEFormal Methods Meet Mobile Code Obfuscation Identification of Code Reordering Technique.Aniello Cimitile, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone
2016FORTERansomware Steals Your Phone. Formal Methods Rescue It.Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Corrado Aaron Visaggio
2016ICISSPIdentification of Android Malware Families with Model Checking.Pasquale Battista, Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Corrado Aaron Visaggio
2016ICSEDownload malware? no, thanks: how formal methods can block update attacks.Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Corrado Aaron Visaggio
2016ICSoftConformance Checking using Formal Methods.Antonella Santone, Gigliola Vaglini
2016WETICEHey Malware, I Can Find You!Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Corrado Aaron Visaggio
2016WETICEModel Checking to Support Action Controls in the Purchasing Process.Vittoria Nardone, Domenico Raucci, Antonella Santone
2015CaiSEImproving Design Patterns Finder Precision Using a Model Checking Approach.Mario Luca Bernardi, Marta Cimitile, Giuseppe De Ruvo, Giuseppe A. Di Lucca, Antonella Santone
2015ICSEInfer Gene Regulatory Networks from Time Series Data with Probabilistic Model Checking.Michele Ceccarelli, Luigi Cerulo, Giuseppe De Ruvo, Vittoria Nardone, Antonella Santone
2015ICSoftModel Checking to Improve Precision of Design Pattern Instances Identification in OO Systems.Mario Luca Bernardi, Marta Cimitile, Giuseppe De Ruvo, Giuseppe A. Di Lucca, Antonella Santone
2015ICSoftIntegrating Model Driven and Model Checking to Mine Design Patterns.Mario Luca Bernardi, Marta Cimitile, Giuseppe De Ruvo, Giuseppe A. Di Lucca, Antonella Santone
2015WETICEEquivalence-Based Selection of Best-Fit Models to Support Wiki Design.Giuseppe De Ruvo, Antonella Santone
2015WETICEAnalysing Wiki Quality Using Probabilistic Model Checking.Giuseppe De Ruvo, Antonella Santone
2014WETICEAn Eclipse-Based Editor to Support LOTOS Newcomers.Giuseppe De Ruvo, Antonella Santone
2014WETICEA Novel Methodology Based on Formal Methods for Analysis and Verification of Wikis.Giuseppe De Ruvo, Antonella Santone
2014SERVICESPowerful Equivalence Checking in the Bank Supply Process.Giuseppe De Ruvo, Antonella Santone, Domenico Raucci
2013ICSoftPartial Order Interpretation of a Mu-Calculus-Like Temporal Logic.Antonella Santone, Gigliola Vaglini
2013WETICEApplication of Equivalence Checking in a Loan Origination Process in Banking Industry.Antonella Santone, Valentina Intilangelo, Domenico Raucci
2013SERVICESEfficient Formal Verification in Banking Processes.Antonella Santone, Valentina Intilangelo, Domenico Raucci
2012ICSoftModelling and Analysing Social Networks through Formal Methods and Heuristic Searches.Antonella Santone, Gigliola Vaglini
2011COMPSACAnt Colony Optimization for Deadlock Detection in Concurrent Systems.Gianpiero Francesca, Antonella Santone, Gigliola Vaglini, Maria Luisa Villani
2009ICSoftA Formula Driven Incremental Construction of Web Service Compositions.Antonella Santone, Gigliola Vaglini, Maria Luisa Villani
2002COMPSACA Tableau-Based Procedure for Model Checking Programs.Antonella Santone, Gigliola Vaglini
2002SEKELocal model checking of Java bytecode.Antonella Santone, Gigliola Vaglini
2000FORTECompositionality for Improving Model Checking.Antonella Santone
1999FMFormula Based Abstractions of Transition Systems for Real-Time Model Checking.Roberto Barbuti, Nicoletta De Francesco, Antonella Santone, Gigliola Vaglini
1997FORTESelective -calculus: New Modal Operators for Proving Properties on Reduced Transition Systems.Roberto Barbuti, Nicoletta De Francesco, Antonella Santone, Gigliola Vaglini
1995ICLPModeling OR-Parallel Execution of Prolog using CHOCS.Roberto Barbuti, Nicoletta De Francesco, Antonella Santone