Michele Carminati

85 papers A* 3A 4B 7C 3Misc 2Journal 39Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	A Study on the Security Risks of Model Sharing in Federated Learning Systems. BIOSTEC (1) Francesco Pastore, Marco Di Gennaro, Stefano Zanero, Michele Carminati
2026	—	`conf`	Enhancing CTI Awareness of Small and Medium Enterprises with LLMs and Knowledge Graphs. ITASEC/SERICS Francesco Panebianco, Nicolò Amigoni, Gabriele Ruini, Tommaso Paladini, Stefano Longari, Stefano Zanero, Michele Carminati
2025	—	`conf`	A Deep Learning Approach for False Data Injection Attacks Detection in Smart Water Infrastructure. ITASEC/SERICS Davide Giannubilo, Tommaso Giorgeschi, Michele Carminati, Stefano Zanero, Stefano Longari
2025	J	`jnl`	A Secure and Trustworthy Federated Learning Platform as a Service Model for Stroke Management in European Clinical Centers. IEEE Access Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Marco Di Gennaro, Riccardo Taiello, Usevalad Milasheuski, Lorenzo Giusti, Matilde Carvalho Costa, Mattia Brambilla, Paolo Cacace, Rodrigo Lopes de Almeida, Simone Buranti, Alessandro E. C. Redondi, Michele Carminati, Monica Nicoli, Sanaz Kianoush, Stefano Savazzi, Stefano Zanero, Luigi Serio
2025	J	`jnl`	Amatriciana: Exploiting Temporal GNNs for Robust and Efficient Money Laundering Detection. CoRR Marco Di Gennaro, Francesco Panebianco, Marco Pianta, Stefano Zanero, Michele Carminati
2025	J	`jnl`	Assessing the Resilience of Automotive Intrusion Detection Systems to Adversarial Manipulation. CoRR Stefano Longari, Paolo Cerracchio, Michele Carminati, Stefano Zanero
2025	J	`jnl`	Assessing the Resilience of Automotive Intrusion Detection Systems to Adversarial Manipulation. ACM Trans. Cyber Phys. Syst. Stefano Longari, Paolo Cerracchio, Michele Carminati, Stefano Zanero
2025	—	`conf`	AutoCVSS: Assessing the Performance of LLMs for Automated Software Vulnerability Scoring. EMNLP (Industry Track) Davide Sanvito, Giovanni Arriciati, Giuseppe Siracusano, Roberto Bifulco, Michele Carminati
2025	J	`jnl`	CyFence: Securing Cyber-Physical Controllers via Trusted Execution Environment. CoRR Stefano Longari, Alessandro Pozone, Jessica Leoni, Mario Polino, Michele Carminati, Mara Tanelli, Stefano Zanero
2025	—	`ed.`	Detection of Intrusions and Malware, and Vulnerability Assessment - 22nd International Conference, DIMVA 2025, Graz, Austria, July 9-11, 2025, Proceedings, Part I DIMVA (1) Manuel Egele, Veelasha Moonsamy, Daniel Gruss, Michele Carminati
2025	—	`ed.`	Detection of Intrusions and Malware, and Vulnerability Assessment - 22nd International Conference, DIMVA 2025, Graz, Austria, July 9-11, 2025, Proceedings, Part II DIMVA (2) Manuel Egele, Veelasha Moonsamy, Daniel Gruss, Michele Carminati
2025	J	`jnl`	Evaluating the Impact of Privacy-Preserving Federated Learning on CAN Intrusion Detection. CoRR Gabriele Digregorio, Elisabetta Cainazzo, Stefano Longari, Michele Carminati, Stefano Zanero
2025	J	`jnl`	Evaluating the Potential of Quantum Machine Learning in Cybersecurity: A Case-Study on PCA-based Intrusion Detection Systems. CoRR Armando Bellante, Tommaso Fioravanti, Michele Carminati, Stefano Zanero, Alessandro Luongo
2025	J	`jnl`	Evaluating the potential of quantum machine learning in cybersecurity: A case-study on PCA-based intrusion detection systems. Comput. Secur. Armando Bellante, Tommaso Fioravanti, Michele Carminati, Stefano Zanero, Alessandro Luongo
2025	J	`jnl`	GOLIATH: A Decentralized Framework for Data Collection in Intelligent Transportation Systems. CoRR Davide Maffiola, Stefano Longari, Michele Carminati, Mara Tanelli, Stefano Zanero
2025	—	`conf`	Guessing As A Service: Large Language Models Are Not Yet Ready For Vulnerability Detection. ITASEC/SERICS Francesco Panebianco, Andrea Isgrò, Stefano Longari, Stefano Zanero, Michele Carminati
2025	J	`jnl`	Highliner: Enhancing Binary Analysis through NLP-Based Instruction-Level Detection of C++ Inline Functions. ACM Trans. Priv. Secur. Lorenzo Dall'Aglio, Lorenzo Binosi, Michele Carminati, Stefano Zanero, Mario Polino
2025	—	`conf`	How Stealthy is Stealthy? Studying the Efficacy of Black-Box Adversarial Attacks in the Real World. SEC (2) Francesco Panebianco, Mario D'Onghia, Stefano Zanero, Michele Carminati
2025	J	`jnl`	How stealthy is stealthy? Studying the Efficacy of Black-Box Adversarial Attacks in the Real World. CoRR Francesco Panebianco, Mario D'Onghia, Stefano Zanero, Michele Carminati
2025	J	`jnl`	Janus: A Trusted Execution Environment Approach for Attack Detection in Industrial Robot Controllers. IEEE Trans. Emerg. Top. Comput. Stefano Longari, Jacopo Jannone, Mario Polino, Michele Carminati, Andrea Maria Zanchettin, Mara Tanelli, Stefano Zanero
2025	J	`jnl`	LeakSealer: A Semisupervised Defense for LLMs Against Prompt Injection and Leakage Attacks. CoRR Francesco Panebianco, Stefano Bonfanti, Francesco Trovò, Michele Carminati
2025	—	`conf`	Linux Hurt Itself in Its Confusion! Exploiting Out-of-Memory Killer for Confusion Attacks via Heuristic Manipulation. DIMVA (2) Lorenzo Bossi, Daniele Mammone, Michele Carminati, Stefano Zanero, Stefano Longari
2025	—	`conf`	Micro-Mobility Security: A Holistic Approach via Mobile App Analysis. ITASEC/SERICS Marco Balossini, Michele Carminati, Stefano Zanero, Stefano Longari
2025	—	`conf`	PackHero: A Scalable Graph-Based Approach for Efficient Packer Identification. DIMVA (2) Marco Di Gennaro, Mario D'Onghia, Mario Polino, Stefano Zanero, Michele Carminati
2025	J	`jnl`	PackHero: A Scalable Graph-based Approach for Efficient Packer Identification. CoRR Marco Di Gennaro, Mario D'Onghia, Mario Polino, Stefano Zanero, Michele Carminati
2025	—	`conf`	Poster: FedBlockParadox - A Framework for Simulating and Securing Decentralized Federated Learning. DIMVA (2) Gabriele Digregorio, Francesco Bleggi, Federico Caroli, Michele Carminati, Stefano Zanero, Stefano Longari
2025	J	`jnl`	Poster: FedBlockParadox - A Framework for Simulating and Securing Decentralized Federated Learning. CoRR Gabriele Digregorio, Francesco Bleggi, Federico Caroli, Michele Carminati, Stefano Zanero, Stefano Longari
2025	—	`ed.`	Proceedings of the Joint National Conference on Cybersecurity (ITASEC & SERICS 2025), Bologna, Italy, February 03-08, 2025. ITASEC/SERICS Gabriele Costa, Rebecca Montanari, Michele Carminati, Giada Sciarretta
2025	A*	`conf`	SoK: Automated TTP Extraction from CTI Reports - Are We There Yet? USENIX Security Symposium Marvin Büchel, Tommaso Paladini, Stefano Longari, Michele Carminati, Stefano Zanero, Hodaya Binyamini, Gal Engelberg, Dan Klein, Giancarlo Guizzardi, Marco Caselli, Andrea Continella, Maarten van Steen, Andreas Peter, Thijs van Ede
2025	J	`jnl`	Swarm: A Distributed Ledger-based Framework to Enhance Air Traffic Control Security Using ADS-B Protocol. ACM Trans. Priv. Secur. Gabriele Digregorio, Edoardo Saputelli, Stefano Longari, Michele Carminati, Stefano Zanero
2025	J	`jnl`	Tarallo: Evading Behavioral Malware Detectors in the Problem Space. CoRR Gabriele Digregorio, Salvatore Maccarrone, Mario D'Onghia, Luigi Gallo, Michele Carminati, Mario Polino, Stefano Zanero
2025	J	`jnl`	TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems. CoRR Marco Di Gennaro, Giovanni De Lucia, Stefano Longari, Stefano Zanero, Michele Carminati
2025	J	`jnl`	TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems. Proc. Priv. Enhancing Technol. Marco Di Gennaro, Giovanni De Lucia, Stefano Longari, Stefano Zanero, Michele Carminati
2025	J	`jnl`	When Secure Isn't: Assessing the Security of Machine Learning Model Sharing. CoRR Gabriele Digregorio, Marco Di Gennaro, Stefano Zanero, Stefano Longari, Michele Carminati
2024	C	`conf`	A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers. HealthCom Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Usevalad Milasheuski, Lorenzo Giusti, Marco Di Gennaro, Sanaz Kianoush, Luca Barbieri, Monica Nicoli, Michele Carminati, Alessandro E. C. Redondi, Stefano Savazzi, Luigi Serio
2024	J	`jnl`	A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers. CoRR Diogo Reis Santos, Albert Sund Aillet, Antonio Boiano, Usevalad Milasheuski, Lorenzo Giusti, Marco Di Gennaro, Sanaz Kianoush, Luca Barbieri, Monica Nicoli, Michele Carminati, Alessandro E. C. Redondi, Stefano Savazzi, Luigi Serio
2024	B	`conf`	A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. WiMob Antonio Boiano, Marco Di Gennaro, Luca Barbieri, Michele Carminati, Monica Nicoli, Alessandro Redondi, Usevalad Milasheuski, Sanaz Kianoush, Stefano Savazzi, Albert Sund Aillet, Diogo Reis Santos, Luigi Serio
2024	J	`jnl`	A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. CoRR Antonio Boiano, Marco Di Gennaro, Luca Barbieri, Michele Carminati, Monica Nicoli, Alessandro Redondi, Stefano Savazzi, Albert Sund Aillet, Diogo Reis Santos, Luigi Serio
2024	—	`conf`	Amatriciana: Exploiting Temporal GNNs for Robust and Efficient Money Laundering Detection. ICDM (Workshops) Marco Di Gennaro, Francesco Panebianco, Marco Pianta, Stefano Zanero, Michele Carminati
2024	J	`jnl`	An Anomaly Detection System Based on Generative Classifiers for Controller Area Network. CoRR Chunheng Zhao, Stefano Longari, Michele Carminati, Pierluigi Pisu
2024	J	`jnl`	CyFence: Securing Cyber-Physical Controllers via Trusted Execution Environment. IEEE Trans. Emerg. Top. Comput. Stefano Longari, Alessandro Pozone, Jessica Leoni, Mario Polino, Michele Carminati, Mara Tanelli, Stefano Zanero
2024	B	`ed.`	Detection of Intrusions and Malware, and Vulnerability Assessment - 21st International Conference, DIMVA 2024, Lausanne, Switzerland, July 17-19, 2024, Proceedings DIMVA Federico Maggi, Manuel Egele, Mathias Payer, Michele Carminati
2024	C	`conf`	Do You Trust Your Device? Open Challenges in IoT Security Analysis. SECRYPT Lorenzo Binosi, Pietro Mazzini, Alessandro Sanna, Michele Carminati, Giorgio Giacinto, Riccardo Lazzeretti, Stefano Zanero, Mario Polino, Emilio Coppa, Davide Maiorca
2024	—	`conf`	Evaluating the Impact of Privacy-Preserving Federated Learning on CAN Intrusion Detection. VTC Spring Gabriele Digregorio, Elisabetta Cainazzo, Stefano Longari, Michele Carminati, Stefano Zanero
2024	B	`conf`	Tarallo: Evading Behavioral Malware Detectors in the Problem Space. DIMVA Gabriele Digregorio, Salvatore Maccarrone, Mario D'Onghia, Luigi Gallo, Michele Carminati, Mario Polino, Stefano Zanero
2024	A*	`conf`	The Illusion of Randomness: An Empirical Analysis of Address Space Layout Randomization Implementations. CCS Lorenzo Binosi, Gregorio Barzasi, Michele Carminati, Stefano Zanero, Mario Polino
2024	J	`jnl`	The Illusion of Randomness: An Empirical Analysis of Address Space Layout Randomization Implementations. CoRR Lorenzo Binosi, Gregorio Barzasi, Michele Carminati, Stefano Zanero, Mario Polino
2024	A	`conf`	You Might Have Known It Earlier: Analyzing the Role of Underground Forums in Threat Intelligence. RAID Tommaso Paladini, Lara Ferro, Mario Polino, Stefano Zanero, Michele Carminati
2023	—	`conf`	Advancing Fraud Detection Systems Through Online Learning. ECML/PKDD (6) Tommaso Paladini, Martino Bernasconi de Luca, Michele Carminati, Mario Polino, Francesco Trovò, Stefano Zanero
2023	J	`jnl`	BINO: Automatic recognition of inline binary functions from template classes. Comput. Secur. Lorenzo Binosi, Mario Polino, Michele Carminati, Stefano Zanero
2023	—	`conf`	CANdito: Improving Payload-Based Detection of Attacks on Controller Area Networks. CSCML Stefano Longari, Carlo Alberto Pozzoli, Alessandro Nichelini, Michele Carminati, Stefano Zanero
2023	J	`jnl`	CANova: A hybrid intrusion detection framework based on automatic signal classification for CAN. Comput. Secur. Alessandro Nichelini, Carlo Alberto Pozzoli, Stefano Longari, Michele Carminati, Stefano Zanero
2023	B	`ed.`	Detection of Intrusions and Malware, and Vulnerability Assessment - 20th International Conference, DIMVA 2023, Hamburg, Germany, July 12-14, 2023, Proceedings DIMVA Daniel Gruss, Federico Maggi, Mathias Fischer, Michele Carminati
2023	—	`conf`	Evaluating the Robustness of Automotive Intrusion Detection Systems Against Evasion Attacks. CSCML Stefano Longari, Francesco Noseda, Michele Carminati, Stefano Zanero
2023	J	`jnl`	Fraud Detection under Siege: Practical Poisoning Attacks and Defense Strategies. ACM Trans. Priv. Secur. Tommaso Paladini, Francesco Monti, Mario Polino, Michele Carminati, Stefano Zanero
2023	—	`conf`	HAMLET: A Transformer Based Approach for Money Laundering Detection. CSCML Maria Paola Tatulli, Tommaso Paladini, Mario D'Onghia, Michele Carminati, Stefano Zanero
2023	—	`conf`	Lookin' Out My Backdoor! Investigating Backdooring Attacks Against DL-driven Malware Detectors. AISec@CCS Mario D'Onghia, Federico Di Cesare, Luigi Gallo, Michele Carminati, Mario Polino, Stefano Zanero
2023	C	`conf`	Rainfuzz: Reinforcement-Learning Driven Heat-Maps for Boosting Coverage-Guided Fuzzing. ICPRAM Lorenzo Binosi, Luca Rullo, Mario Polino, Michele Carminati, Stefano Zanero
2023	—	`conf`	Task Aware Intrusion Detection for Industrial Robots. ITASEC Davide Avanzi, Stefano Longari, Mario Polino, Michele Carminati, Andrea Maria Zanchettin, Mara Tanelli, Stefano Zanero
2023	Misc	`conf`	The Good, the Bad, and the Binary: An LSTM-Based Method for Section Boundary Detection in Firmware Analysis. IWSEC Riccardo Remigio, Alessandro Bertani, Mario Polino, Michele Carminati, Stefano Zanero
2023	B	`conf`	Untangle: Aiding Global Function Pointer Hijacking for Post-CET Binary Exploitation. DIMVA Alessandro Bertani, Marco Bonelli, Lorenzo Binosi, Michele Carminati, Stefano Zanero, Mario Polino
2022	—	`conf`	A Natural Language Processing Approach for Financial Fraud Detection. ITASEC Javier Fernández Rodríguez, Michele Papale, Michele Carminati, Stefano Zanero
2022	J	`jnl`	A Systematical and longitudinal study of evasive behaviors in windows malware. Comput. Secur. Nicola Galloro, Mario Polino, Michele Carminati, Andrea Continella, Stefano Zanero
2022	J	`jnl`	Amaretto: An Active Learning Framework for Money Laundering Detection. IEEE Access Danilo Labanca, Luca Primerano, Marcus Markland-Montgomery, Mario Polino, Michele Carminati, Stefano Zanero
2022	J	`jnl`	Apícula: Static detection of API calls in generic streams of bytes. Comput. Secur. Mario D'Onghia, Matteo Salvadore, Benedetto Maria Nespoli, Michele Carminati, Mario Polino, Stefano Zanero
2022	J	`jnl`	CANdito: Improving Payload-based Detection of Attacks on Controller Area Networks. CoRR Stefano Longari, Alessandro Nichelini, Carlo Alberto Pozzoli, Michele Carminati, Stefano Zanero
2022	A*	`conf`	CANflict: Exploiting Peripheral Conflicts for Data-Link Layer Attacks on Automotive Networks. CCS Alvise de Faveri Tron, Stefano Longari, Michele Carminati, Mario Polino, Stefano Zanero
2022	J	`jnl`	CANflict: Exploiting Peripheral Conflicts for Data-Link Layer Attacks on Automotive Networks. CoRR Alvise de Faveri Tron, Stefano Longari, Michele Carminati, Mario Polino, Stefano Zanero
2022	J	`jnl`	GOLIATH: A Decentralized Framework for Data Collection in Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. Davide Maffiola, Stefano Longari, Michele Carminati, Mara Tanelli, Stefano Zanero
2021	J	`jnl`	CANnolo: An Anomaly Detection System Based on LSTM Autoencoders for Controller Area Network. IEEE Trans. Netw. Serv. Manag. Stefano Longari, Daniel Humberto Nova Valcarcel, Mattia Zago, Michele Carminati, Stefano Zanero
2020	A	`conf`	Constrained Concealment Attacks against Reconstruction-based Anomaly Detectors in Industrial Control Systems. ACSAC Alessandro Erba, Riccardo Taormina, Stefano Galelli, Marcello Pogliani, Michele Carminati, Stefano Zanero, Nils Ole Tippenhauer
2020	A	`conf`	Evasion Attacks against Banking Fraud Detection Systems. RAID Michele Carminati, Luca Santini, Mario Polino, Stefano Zanero
2020	A	`conf`	NoSQL Breakdown: A Large-scale Analysis of Misconfigured NoSQL Services. ACSAC Dario Ferrari, Michele Carminati, Mario Polino, Stefano Zanero
2019	—	`conf`	A Secure-by-Design Framework for Automotive On-board Network Risk Analysis. VNC Stefano Longari, Andrea Cannizzo, Michele Carminati, Stefano Zanero
2019	—	`conf`	CopyCAN: An Error-Handling Protocol based Intrusion Detection System for Controller Area Network. CPS-SPC@CCS Stefano Longari, Matteo Penco, Michele Carminati, Stefano Zanero
2019	J	`jnl`	Real-time Evasion Attacks with Physical Constraints on Deep Learning-based Anomaly Detectors in Industrial Control Systems. CoRR Alessandro Erba, Riccardo Taormina, Stefano Galelli, Marcello Pogliani, Michele Carminati, Stefano Zanero, Nils Ole Tippenhauer
2018	B	`conf`	ELISA: ELiciting ISA of Raw Binaries for Fine-Grained Code and Data Separation. DIMVA Pietro De Nicolao, Marcello Pogliani, Mario Polino, Michele Carminati, Davide Quarta, Stefano Zanero
2018	B	`conf`	FraudBuster: Temporal Analysis and Detection of Advanced Financial Frauds. DIMVA Michele Carminati, Alessandro Baggio, Federico Maggi, Umberto Spagnolini, Stefano Zanero
2018	J	`jnl`	Security Evaluation of a Banking Fraud Analysis System. ACM Trans. Priv. Secur. Michele Carminati, Mario Polino, Andrea Continella, Andrea Lanzi, Federico Maggi, Stefano Zanero
2018	—	`conf`	SysTaint: Assisting Reversing of Malicious Network Communications. SSPREW@ACSAC Gabriele Viglianisi, Michele Carminati, Mario Polino, Andrea Continella, Stefano Zanero
2017	—	`conf`	A Supervised Auto-Tuning Approach for a Banking Fraud Detection System. CSCML Michele Carminati, Luca Valentini, Stefano Zanero
2017	—	`—`	Internet banking fraud analysis and detection. Michele Carminati
2017	J	`jnl`	Prometheus: Analyzing WebInject-based information stealers. J. Comput. Secur. Andrea Continella, Michele Carminati, Mario Polino, Andrea Lanzi, Stefano Zanero, Federico Maggi
2015	J	`jnl`	BankSealer: A decision support system for online banking fraud analysis and investigation. Comput. Secur. Michele Carminati, Roberto Caron, Federico Maggi, Ilenia Epifani, Stefano Zanero
2014	Misc	`conf`	BankSealer: An Online Banking Fraud Analysis and Decision Support System. SEC Michele Carminati, Roberto Caron, Federico Maggi, Ilenia Epifani, Stefano Zanero