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Antonella Santone
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2020 – today
- 2024
- [j85]Giulia Varriano, Vittoria Nardone, Simona Correra, Francesco Mercaldo, Antonella Santone:
An automatic radiomic-based approach for disease localization: A pilot study on COVID-19. Comput. Medical Imaging Graph. 116: 102411 (2024) - [j84]Hai He, Haibo Yang, Francesco Mercaldo, Antonella Santone, Pan Huang:
Isolation forest-voting fusion-multioutput: A stroke risk classification method based on the multidimensional output of abnormal sample detection. Comput. Methods Programs Biomed. 253: 108255 (2024) - [j83]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Deep Convolutional Generative Adversarial Networks in Image-Based Android Malware Detection. Comput. 13(6): 154 (2024) - [j82]Francesco Mercaldo, Marcello Di Giammarco, Fabrizio Ravelli, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks. Int. J. Neural Syst. 34(2): 2450007:1-2450007:15 (2024) - [j81]Pan Huang, Chentao Li, Peng He, Hualiang Xiao, Yifang Ping, Peng Feng, Sukun Tian, Hu Chen, Francesco Mercaldo, Antonella Santone, Hui-yuan Yeh, Jing Qin:
MamlFormer: Priori-experience guiding transformer network via manifold adversarial multi-modal learning for laryngeal histopathological grading. Inf. Fusion 108: 102333 (2024) - [j80]Pan Huang, Hualiang Xiao, Peng He, Chentao Li, Xiaodong Guo, Sukun Tian, Peng Feng, Hu Chen, Yuchun Sun, Francesco Mercaldo, Antonella Santone, Jing Qin:
LA-ViT: A Network With Transformers Constrained by Learned-Parameter-Free Attention for Interpretable Grading in a New Laryngeal Histopathology Image Dataset. IEEE J. Biomed. Health Informatics 28(6): 3557-3570 (2024) - [j79]Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Explainable Ransomware Detection with Deep Learning Techniques. J. Comput. Virol. Hacking Tech. 20(2): 317-330 (2024) - [j78]Rosangela Casolare, Stefano Fagnano, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Picker Blinder: a framework for automatic injection of malicious inter-app communication. J. Comput. Virol. Hacking Tech. 20(2): 331-346 (2024) - [c164]Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Detecting Retinal Fundus Image Synthesis by Means of Generative Adversarial Network. BIOSTEC (1) 2024: 471-478 - [c163]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
DroidDefender: An Image-based Android Antimalware Proof-of-Concept. CODASPY 2024: 139-141 - [c162]Fabio Martinelli, Francesco Mercaldo, Luca Petrillo, Antonella Santone:
Security Policy Generation and Verification through Large Language Models: A Proposal. CODASPY 2024: 143-145 - [c161]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Evaluating the Impact of Generative Adversarial Network in Android Malware Detection. ENASE 2024: 590-597 - [c160]Francesco Mercaldo, Luca Brunese, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Spiral Drawing Test and Explainable Convolutional Neural Networks for Parkinson's Disease Detection. ICAART (2) 2024: 443-452 - [c159]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Christian Peluso, Antonella Santone:
An Approach for Privacy-Preserving Mobile Malware Detection Through Federated Machine Learning. ICEIS (1) 2024: 553-563 - [c158]Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Luca Petrillo, Antonella Santone:
Cybersecurity-Related Tweet Classification by Explainable Deep Learning. ICISSP 2024: 438-445 - [c157]Lucia Lombardi, Francesco Mercaldo, Antonella Santone:
Egyptian Hieroglyphs Localisation Through Object Detection. ICSOFT 2024: 434-441 - [c156]Amine Hattak, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Leveraging Deep Learning for Intrusion Detection in IoT Through Visualized Network Data. SECRYPT 2024: 722-729 - [c155]Amine Hattak, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
On the Adoption of Explainable Deep Learning for Image-Based Network Traffic Classification. SIMULTECH 2024: 370-377 - 2023
- [j77]Francesco Mercaldo, Marcello Di Giammarco, Fabrizio Ravelli, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
TriAD: A Deep Ensemble Network for Alzheimer Classification and Localization. IEEE Access 11: 91969-91980 (2023) - [j76]Pan Huang, Xiaoli Zhou, Peng He, Peng Feng, Sukun Tian, Yuchun Sun, Francesco Mercaldo, Antonella Santone, Jing Qin, Hualiang Xiao:
Interpretable laryngeal tumor grading of histopathological images via depth domain adaptive network with integration gradient CAM and priori experience-guided attention. Comput. Biol. Medicine 154: 106447 (2023) - [j75]Francesco Mercaldo, Marcello Di Giammarco, Arianna Apicella, Giacomo Iadarola, Mario Cesarelli, Fabio Martinelli, Antonella Santone:
Diabetic retinopathy detection and diagnosis by means of robust and explainable convolutional neural networks. Neural Comput. Appl. 35(23): 17429-17441 (2023) - [j74]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Water Meter Reading for Smart Grid Monitoring. Sensors 23(1): 75 (2023) - [j73]Francesco Mercaldo, Luca Brunese, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation. Sensors 23(17): 7614 (2023) - [j72]Gerardo Canfora, Francesco Mercaldo, Antonella Santone:
A Novel Classification Technique based on Formal Methods. ACM Trans. Knowl. Discov. Data 17(8): 113:1-113:30 (2023) - [j71]Pan Huang, Peng He, Sukun Tian, Mingrui Ma, Peng Feng, Hualiang Xiao, Francesco Mercaldo, Antonella Santone, Jing Qin:
A ViT-AMC Network With Adaptive Model Fusion and Multiobjective Optimization for Interpretable Laryngeal Tumor Grading From Histopathological Images. IEEE Trans. Medical Imaging 42(1): 15-28 (2023) - [c154]Francesco Mercaldo, Giovanni Ciaramella, Antonella Santone, Fabio Martinelli:
Obfuscated Mobile Malware Detection by Means of Dynamic Analysis and Explainable Deep Learning. ARES 2023: 79:1-79:10 - [c153]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Proposal for Trustworthy Artificial Intelligence. IEEE Big Data 2023: 1-3 - [c152]Fabio Martinelli, Francesco Mercaldo, Marcello Di Giammarco, Antonella Santone:
Data Poisoning Attacks over Diabetic Retinopathy Images Classification. IEEE Big Data 2023: 3698-3703 - [c151]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Explainable Deep Learning for Smart Grid Stability Detection. IEEE Big Data 2023: 3763-3769 - [c150]Giulia Varriano, Valeria Sorgente, Francesco Mercaldo, Antonella Santone, Luca Brunese:
Computational cost of CT Radiomics workflow: a case study on COVID-19. COMPSAC 2023: 1539-1544 - [c149]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Driver Detection Method by Means of Explainable Deep Learning. CSR 2023: 54-59 - [c148]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Evaluating Fuzzy Machine Learning for Smart Grid Instability Detection. FUZZ 2023: 1-6 - [c147]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Image-Based Malware Detection Through a Deep Neuro-Fuzzy Model. FUZZ 2023: 1-7 - [c146]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
A Fuzzy Deep Learning Network for Dynamic Mobile Malware Detection. FUZZ 2023: 1-7 - [c145]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
An Explainable Convolutional Neural Network for Dynamic Android Malware Detection. ICISSP 2023: 305-312 - [c144]Daniele Albanese, Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Marco Russodivito, Antonella Santone:
StegWare: A Novel Malware Model Exploiting Payload Steganography and Dynamic Compilation. ICISSP 2023: 741-748 - [c143]Amine Hattak, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Benchmarking YOLO Models for Automatic Reading in Smart Metering Systems: A Performance Comparison Analysis. ICMLA 2023: 2207-2213 - [c142]Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Exploring Quantum Machine Learning for Explainable Malware Detection. IJCNN 2023: 1-6 - [c141]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Damage Detection and Localisation using UAV/ Drone with Object Detection. KES 2023: 118-127 - [c140]Mario Cesarelli, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Explainable Deep Learning for Face Mask Detection. KES 2023: 128-133 - [c139]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Object Detection and Localisation in Thermal Images by means of UAV/Drone. KES 2023: 2234-2243 - [c138]Mario Cesarelli, Francesco Mercaldo, Antonella Santone:
Explainable Deep Learning for Brain Cancer Detection and Localisation. MetroXRAINE 2023: 496-501 - [c137]Giuseppe Prisco, Klara Komici, Francesco Mercaldo, Leandro Donisi, Mario Cesarelli, Germano Guerra, Antonella Santone:
A Machine Learning approach to classify ventilatory efficiency. MetroXRAINE 2023: 646-651 - [c136]Giuseppe Prisco, Maria Romano, Fabrizio Esposito, Mario Cesarelli, Antonella Santone, Leandro Donisi:
Feasibility of Tree-Based Machine Learning Models to Discriminate Safe and Unsafe Posture During Weight Lifting. MetroXRAINE 2023: 870-875 - [c135]Amine Hattak, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Method for Robust and Explainable Image-Based Network Traffic Classification with Deep Learning. SECRYPT 2023: 385-393 - 2022
- [j70]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
A novel methodology for head and neck carcinoma treatment stage detection by means of model checking. Artif. Intell. Medicine 127: 102263 (2022) - [j69]Giulia Varriano, Pasquale Guerriero, Antonella Santone, Francesco Mercaldo, Luca Brunese:
Explainability of radiomics through formal methods. Comput. Methods Programs Biomed. 220: 106824 (2022) - [j68]Umberto Di Giacomo, Francesco Mercaldo, Antonella Santone, Giovanni Capobianco:
Machine Learning on Soccer Player Positions. Int. J. Decis. Support Syst. Technol. 14(1): 1-19 (2022) - [j67]Pan Huang, Xiaoheng Tan, Xiaoli Zhou, Shuxian Liu, Francesco Mercaldo, Antonella Santone:
FABNet: Fusion Attention Block and Transfer Learning for Laryngeal Cancer Tumor Grading in P63 IHC Histopathology Images. IEEE J. Biomed. Health Informatics 26(4): 1696-1707 (2022) - [j66]Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone:
Driver Identification Through Formal Methods. IEEE Trans. Intell. Transp. Syst. 23(6): 5625-5637 (2022) - [j65]Francesco Mercaldo, Antonella Santone:
Formal Equivalence Checking for Mobile Malware Detection and Family Classification. IEEE Trans. Software Eng. 48(7): 2643-2657 (2022) - [j64]Rosangela Casolare, Giovanni Lacava, Fabio Martinelli, Francesco Mercaldo, Marco Russodivito, Antonella Santone:
2Faces: a new model of malware based on dynamic compiling and reflection. J. Comput. Virol. Hacking Tech. 18(3): 215-230 (2022) - [c134]Giovanni Ciaramella, Giacomo Iadarola, Francesco Mercaldo, Marco Storto, Antonella Santone, Fabio Martinelli:
Introducing Quantum Computing in Mobile Malware Detection. ARES 2022: 88:1-88:8 - [c133]Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Fabrizio Ravelli, Antonella Santone:
Explainable Deep Learning for Alzheimer Disease Classification and Localisation. AII 2022: 129-143 - [c132]Francesco Mercaldo, Xiaoli Zhou, Pan Huang, Fabio Martinelli, Antonella Santone:
Machine Learning for Uterine Cervix Screening. BIBE 2022: 71-74 - [c131]Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Deep Learning for Heartbeat Phonocardiogram Signals Explainable Classification. BIBE 2022: 75-78 - [c130]Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Cesarelli:
Blood Cells Counting and Localisation through Deep Learning Object Detection. IEEE Big Data 2022: 4400-4409 - [c129]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Smart Grid monitoring through Deep Learning for Image-based Automatic Dial Meter Reading. IEEE Big Data 2022: 4534-4542 - [c128]Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning: A Proposal. IEEE Big Data 2022: 6628-6630 - [c127]Giuseppe Crincoli, Giacomo Iadarola, Piera Elena La Rocca, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Vulnerable Smart Contract Detection by Means of Model Checking. BSCI 2022: 3-10 - [c126]Mario Cesarelli, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Emotion Recognition from Facial Expression using Explainable Deep Learning. DASC/PiCom/CBDCom/CyberSciTech 2022: 1-6 - [c125]Luca Brunese, Francesco Mercaldo, Antonella Santone:
Automatic Gleason Score Diagnosis with Fuzzy Classification and Radiomic Features. FUZZ-IEEE 2022: 1-7 - [c124]Marcello Di Giammarco, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Explainable Deep Learning Methodologies for Biomedical Images Classification. ICDCS 2022: 1262-1264 - [c123]Giacomo Iadarola, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Designing Robust Deep Learning Classifiers for Image-based Malware Analysis. ICDCS 2022: 1265-1267 - [c122]Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Vinod P.:
On the Influence of Image Settings in Deep Learning-based Malware Detection. ICISSP 2022: 669-676 - [c121]Mario Cesarelli, Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tavone:
COVID-19 Detection from Cough Recording by means of Explainable Deep Learning. ICMLA 2022: 1702-1707 - [c120]Giovanni Ciaramella, Stefano Fagnano, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning. ICMLA 2022: 1791-1798 - [c119]Marcello Di Giammarco, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Explainable Retinopathy Diagnosis and Localisation by means of Class Activation Mapping. IJCNN 2022: 1-8 - [c118]Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone, Michele Tommasone:
On the Resilience of Shallow Machine Learning Classification in Image-based Malware Detection. KES 2022: 145-157 - [c117]Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Method for Intrusion Detection in Smart Grid. KES 2022: 327-334 - [c116]Giovanni Lacava, Francesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Pizzi:
Drone Audio recognition based on Machine Learning Techniques. KES 2022: 848-857 - [c115]Marcello Di Giammarco, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
High Grade Brain Cancer Segmentation by means of Deep Learning. KES 2022: 1633-1640 - [c114]Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Model Checking-based Approach to Malicious Family Detection in iOS Environment. KES 2022: 1981-1991 - [c113]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Timed Automata Networks for SCADA Attacks Real-Time Mitigation. KES-IDT 2022: 549-559 - [c112]Giuseppe Crincoli, Fabiana Fierro, Giacomo Iadarola, Piera Elena La Rocca, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
A Method for Road Accident Prevention in Smart Cities based on Deep Reinforcement Learning. SECRYPT 2022: 513-518 - [c111]Francesco Mercaldo, Rosangela Casolare, Giovanni Ciaramella, Giacomo Iadarola, Fabio Martinelli, Francesco Ranieri, Antonella Santone:
A Real-time Method for CAN Bus Intrusion Detection by Means of Supervised Machine Learning. SECRYPT 2022: 534-539 - [c110]Giacomo Iadarola, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Assessing Deep Learning Predictions in Image-Based Malware Detection with Activation Maps. STM 2022: 104-114 - 2021
- [j63]Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Towards an interpretable deep learning model for mobile malware detection and family identification. Comput. Secur. 105: 102198 (2021) - [j62]Francesco Mercaldo, Antonella Santone:
Transfer learning for mobile real-time face mask detection and localization. J. Am. Medical Informatics Assoc. 28(7): 1548-1554 (2021) - [j61]Rosangela Casolare, Carlo De Dominicis, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Dynamic Mobile Malware Detection through System Call-based Image representation. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 12(1): 44-63 (2021) - [j60]Flora Amato, Luigi Coppolino, Francesco Mercaldo, Francesco Moscato, Roberto Nardone, Antonella Santone:
CAN-Bus Attack Detection With Deep Learning. IEEE Trans. Intell. Transp. Syst. 22(8): 5081-5090 (2021) - [j59]Francesco Mercaldo, Antonella Santone:
Audio signal processing for Android malware detection and family identification. J. Comput. Virol. Hacking Tech. 17(2): 139-152 (2021) - [j58]Antonella Santone:
Editorial. J. Comput. Virol. Hacking Tech. 17(3): 165-166 (2021) - [c109]Rosangela Casolare, Giovanni Ciaramella, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
SteælErgon: A Framework for Injecting Colluding Malicious Payload in Android Applications. ARES 2021: 51:1-51:7 - [c108]Luca Brunese, Francesco Mercaldo, Antonella Santone, Giuseppe Peter Vanoli:
A Methodology based on Formal Methods for Thermal Ablation Area Detection. BIOINFORMATICS 2021: 191-194 - [c107]Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Colluding Covert Channel for Malicious Information Exfiltration in Android Environment. ICISSP 2021: 811-818 - [c106]Luca Brunese, Francesco Mercaldo, Antonella Santone, Giuseppe Peter Vanoli:
Thermal Ablation Treatment Detection by means of Machine Learning. IJCNN 2021: 1-6 - [c105]Giacomo Iadarola, Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Christian Peluso, Antonella Santone:
A Semi-Automated Explainability-Driven Approach for Malware Analysis through Deep Learning. IJCNN 2021: 1-8 - [c104]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
A Proposal to Ensure Social Distancing with Deep Learning-based Object Detection. IJCNN 2021: 1-5 - [c103]Federico Gerardi, Giacomo Iadarola, Fabio Martinelli, Antonella Santone, Francesco Mercaldo:
Perturbation of Image-based Malware Detection with Smali level morphing techniques. ISPA/BDCloud/SocialCom/SustainCom 2021: 1651-1656 - [c102]Tiziano Marinaro, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Detecting Call Indirection Obfuscation through Equivalence Checking in Android environment. KES 2021: 1659-1669 - [c101]Eric Filiol, Francesco Mercaldo, Antonella Santone:
A Method for Automatic Penetration Testing and Mitigation: A Red Hat Approach. KES 2021: 2039-2046 - [c100]Rosangela Casolare, Umberto Di Giacomo, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Android Collusion Detection by means of Audio Signal Analysis with Machine Learning techniques. KES 2021: 2340-2346 - [c99]Umberto Di Giacomo, Rosangela Casolare, Oliver Eigner, Fabio Martinelli, Francesco Mercaldo, Torsten Priebe, Antonella Santone:
Exploiting Supervised Machine Learning for Driver Detection in a Real-World Environment. KES 2021: 2440-2449 - [c98]Ijas Ah, Vinod P., Akka Zemmari, Harikrishnan D, Godvin Poulose, Don Jose, Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Vulnerability Evaluation of Android Malware Detectors against Adversarial Examples. KES 2021: 3320-3331 - [c97]Xuan Sun, Luqun Li, Francesco Mercaldo, Yichen Yang, Antonella Santone, Fabio Martinelli:
Automated Intention Mining with Comparatively Fine-tuning BERT. NLPIR 2021: 157-162 - [c96]Rosangela Casolare, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Mobile Family Detection through Audio Signals Classification. SECRYPT 2021: 479-486 - 2020
- [j57]Lanfranco Lopriore, Antonella Santone:
Extended pointers for memory protection in single address space systems. Comput. Electr. Eng. 82: 106551 (2020) - [j56]Fabio Martinelli, Francesco Mercaldo, Albina Orlando, Vittoria Nardone, Antonella Santone, Arun Kumar Sangaiah:
Human behavior characterization for driving style recognition in vehicle system. Comput. Electr. Eng. 83: 102504 (2020) - [j55]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
An ensemble learning approach for brain cancer detection exploiting radiomic features. Comput. Methods Programs Biomed. 185: 105134 (2020) - [j54]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays. Comput. Methods Programs Biomed. 196: 105608 (2020) - [j53]Mario G. C. A. Cimino, Nicoletta De Francesco, Francesco Mercaldo, Antonella Santone, Gigliola Vaglini:
Model checking for malicious family detection and phylogenetic analysis in mobile environment. Comput. Secur. 90: 101691 (2020) - [j52]Francesco Mercaldo, Fabio Martinelli, Antonella Santone:
Timed Automata for Mobile Ransomware Detection. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 79 (2020) - [j51]Domenico Raucci, Antonella Santone, Francesco Mercaldo, Tomasz Dyczkowski:
BPM perspectives to support ICSs: Exploiting the integration of formal verifications into investment service provision processes. Ind. Manag. Data Syst. 120(7): 1383-1400 (2020) - [j50]Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
Android Collusion: Detecting Malicious Applications Inter-Communication through SharedPreferences. Inf. 11(6): 304 (2020) - [j49]Andrea De Lorenzo, Fabio Martinelli, Eric Medvet, Francesco Mercaldo, Antonella Santone:
Visualizing the outcome of dynamic analysis of Android malware with VizMal. J. Inf. Secur. Appl. 50 (2020) - [j48]Philipp Kreimel, Oliver Eigner, Francesco Mercaldo, Antonella Santone, Paul Tavolato:
Anomaly detection in substation networks. J. Inf. Secur. Appl. 54: 102527 (2020) - [j47]Longquan Jiang, Xuan Sun, Francesco Mercaldo, Antonella Santone:
DECAB-LSTM: Deep Contextualized Attentional Bidirectional LSTM for cancer hallmark classification. Knowl. Based Syst. 210: 106486 (2020) - [j46]Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Radiomics for Gleason Score Detection through Deep Learning. Sensors 20(18): 5411 (2020) - [j45]Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone, Gigliola Vaglini:
Model checking and machine learning techniques for HummingBad mobile malware detection and mitigation. Simul. Model. Pract. Theory 105: 102169 (2020) - [j44]Antonella Santone:
Editorial. J. Comput. Virol. Hacking Tech. 16(1): 1-2 (2020) - [j43]Francesco Mercaldo, Antonella Santone:
Deep learning for image-based mobile malware detection. J. Comput. Virol. Hacking Tech. 16(2): 157-171 (2020) - [c95]Rosangela Casolare, Carlo De Dominicis, Fabio Martinelli, Francesco Mercaldo, Antonella Santone:
VisualDroid: automatic triage and detection of Android repackaged applications. ARES 2020: 50:1-50:7 - [c94]Rosangela Casolare, Fabio Martinelli, Francesco Mercaldo, Vittoria Nardone, Antonella Santone:
Colluding Android Apps Detection via Model Checking. AINA Workshops 2020: 776-786 - [c93]