BankSealer: An Online Banking Fraud Analysis and Decision Support System. - Michele Carminati; Roberto Caron; Federico Maggi 001; Ilenia Epifani; Stefano Zanero (SEC, 2014)

BankSealer: A decision support system for online banking fraud analysis and investigation. - Michele Carminati; Roberto Caron; Federico Maggi 001; Ilenia Epifani; Stefano Zanero (Comput. Secur., 2015)

A Supervised Auto-Tuning Approach for a Banking Fraud Detection System. - Michele Carminati; Luca Valentini; Stefano Zanero (CSCML, 2017)

Prometheus: Analyzing WebInject-based information stealers. - Andrea Continella; Michele Carminati; Mario Polino; Andrea Lanzi; Stefano Zanero; Federico Maggi 001 (J. Comput. Secur., 2017)

Internet banking fraud analysis and detection. - Michele Carminati (2017)

SysTaint: Assisting Reversing of Malicious Network Communications. - Gabriele Viglianisi; Michele Carminati; Mario Polino; Andrea Continella; Stefano Zanero (SSPREW@ACSAC, 2018)

FraudBuster: Temporal Analysis and Detection of Advanced Financial Frauds. - Michele Carminati; Alessandro Baggio; Federico Maggi 001; Umberto Spagnolini; Stefano Zanero (DIMVA, 2018)

ELISA: ELiciting ISA of Raw Binaries for Fine-Grained Code and Data Separation. - Pietro De Nicolao; Marcello Pogliani; Mario Polino; Michele Carminati; Davide Quarta; Stefano Zanero (DIMVA, 2018)

Security Evaluation of a Banking Fraud Analysis System. - Michele Carminati; Mario Polino; Andrea Continella; Andrea Lanzi; Federico Maggi 001; Stefano Zanero (ACM Trans. Priv. Secur., 2018)

CopyCAN: An Error-Handling Protocol based Intrusion Detection System for Controller Area Network. - Stefano Longari; Matteo Penco; Michele Carminati; Stefano Zanero (CPS-SPC@CCS, 2019)

A Secure-by-Design Framework for Automotive On-board Network Risk Analysis. - Stefano Longari; Andrea Cannizzo; Michele Carminati; Stefano Zanero (VNC, 2019)

Real-time Evasion Attacks with Physical Constraints on Deep Learning-based Anomaly Detectors in Industrial Control Systems. - Alessandro Erba 001; Riccardo Taormina; Stefano Galelli; Marcello Pogliani; Michele Carminati; Stefano Zanero; Nils Ole Tippenhauer (CoRR, 2019)

Constrained Concealment Attacks against Reconstruction-based Anomaly Detectors in Industrial Control Systems. - Alessandro Erba 001; Riccardo Taormina; Stefano Galelli; Marcello Pogliani; Michele Carminati; Stefano Zanero; Nils Ole Tippenhauer (ACSAC, 2020)

NoSQL Breakdown: A Large-scale Analysis of Misconfigured NoSQL Services. - Dario Ferrari; Michele Carminati; Mario Polino; Stefano Zanero (ACSAC, 2020)

Evasion Attacks against Banking Fraud Detection Systems. - Michele Carminati; Luca Santini; Mario Polino; Stefano Zanero (RAID, 2020)

CANnolo: An Anomaly Detection System Based on LSTM Autoencoders for Controller Area Network. - Stefano Longari; Daniel Humberto Nova Valcarcel; Mattia Zago; Michele Carminati; Stefano Zanero (IEEE Trans. Netw. Serv. Manag., 2021)

CANflict: Exploiting Peripheral Conflicts for Data-Link Layer Attacks on Automotive Networks. - Alvise de Faveri Tron; Stefano Longari; Michele Carminati; Mario Polino; Stefano Zanero (CCS, 2022)

A Natural Language Processing Approach for Financial Fraud Detection. - Javier Fernández Rodríguez; Michele Papale; Michele Carminati; Stefano Zanero (ITASEC, 2022)

Amaretto: An Active Learning Framework for Money Laundering Detection. - Danilo Labanca; Luca Primerano; Marcus Markland-Montgomery; Mario Polino; Michele Carminati; Stefano Zanero (IEEE Access, 2022)

Apícula: Static detection of API calls in generic streams of bytes. - Mario D'Onghia; Matteo Salvadore; Benedetto Maria Nespoli; Michele Carminati; Mario Polino; Stefano Zanero (Comput. Secur., 2022)

A Systematical and longitudinal study of evasive behaviors in windows malware. - Nicola Galloro; Mario Polino; Michele Carminati; Andrea Continella; Stefano Zanero (Comput. Secur., 2022)

GOLIATH: A Decentralized Framework for Data Collection in Intelligent Transportation Systems. - Davide Maffiola; Stefano Longari; Michele Carminati; Mara Tanelli; Stefano Zanero (IEEE Trans. Intell. Transp. Syst., 2022)

Lookin' Out My Backdoor! Investigating Backdooring Attacks Against DL-driven Malware Detectors. - Mario D'Onghia; Federico Di Cesare; Luigi Gallo; Michele Carminati; Mario Polino; Stefano Zanero (AISec@CCS, 2023)

Evaluating the Robustness of Automotive Intrusion Detection Systems Against Evasion Attacks. - Stefano Longari; Francesco Noseda; Michele Carminati; Stefano Zanero (CSCML, 2023)

CANdito: Improving Payload-Based Detection of Attacks on Controller Area Networks. - Stefano Longari; Carlo Alberto Pozzoli; Alessandro Nichelini; Michele Carminati; Stefano Zanero (CSCML, 2023)

HAMLET: A Transformer Based Approach for Money Laundering Detection. - Maria Paola Tatulli; Tommaso Paladini; Mario D'Onghia; Michele Carminati; Stefano Zanero (CSCML, 2023)

Untangle: Aiding Global Function Pointer Hijacking for Post-CET Binary Exploitation. - Alessandro Bertani; Marco Bonelli; Lorenzo Binosi; Michele Carminati; Stefano Zanero; Mario Polino (DIMVA, 2023)

Rainfuzz: Reinforcement-Learning Driven Heat-Maps for Boosting Coverage-Guided Fuzzing. - Lorenzo Binosi; Luca Rullo; Mario Polino; Michele Carminati; Stefano Zanero (ICPRAM, 2023)

Task Aware Intrusion Detection for Industrial Robots. - Davide Avanzi; Stefano Longari; Mario Polino; Michele Carminati; Andrea Maria Zanchettin; Mara Tanelli; Stefano Zanero (ITASEC, 2023)

The Good, the Bad, and the Binary: An LSTM-Based Method for Section Boundary Detection in Firmware Analysis. - Riccardo Remigio; Alessandro Bertani; Mario Polino; Michele Carminati; Stefano Zanero (IWSEC, 2023)

Advancing Fraud Detection Systems Through Online Learning. - Tommaso Paladini; Martino Bernasconi de Luca; Michele Carminati; Mario Polino; Francesco Trovò; Stefano Zanero (ECML/PKDD (6), 2023)

CANova: A hybrid intrusion detection framework based on automatic signal classification for CAN. - Alessandro Nichelini; Carlo Alberto Pozzoli; Stefano Longari; Michele Carminati; Stefano Zanero (Comput. Secur., 2023)

BINO: Automatic recognition of inline binary functions from template classes. - Lorenzo Binosi; Mario Polino; Michele Carminati; Stefano Zanero (Comput. Secur., 2023)

Fraud Detection under Siege: Practical Poisoning Attacks and Defense Strategies. - Tommaso Paladini; Francesco Monti; Mario Polino; Michele Carminati; Stefano Zanero (ACM Trans. Priv. Secur., 2023)

The Illusion of Randomness: An Empirical Analysis of Address Space Layout Randomization Implementations. - Lorenzo Binosi; Gregorio Barzasi; Michele Carminati; Stefano Zanero; Mario Polino (CCS, 2024)

Tarallo: Evading Behavioral Malware Detectors in the Problem Space. - Gabriele Digregorio; Salvatore Maccarrone; Mario D'Onghia; Luigi Gallo; Michele Carminati; Mario Polino; Stefano Zanero (DIMVA, 2024)

A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers. - 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; et al. (HealthCom, 2024)

Amatriciana: Exploiting Temporal GNNs for Robust and Efficient Money Laundering Detection. - Marco Di Gennaro; Francesco Panebianco; Marco Pianta; Stefano Zanero; Michele Carminati (ICDM (Workshops), 2024)

You Might Have Known It Earlier: Analyzing the Role of Underground Forums in Threat Intelligence. - Tommaso Paladini; Lara Ferro; Mario Polino; Stefano Zanero; Michele Carminati (RAID, 2024)

Do You Trust Your Device? Open Challenges in IoT Security Analysis. - Lorenzo Binosi; Pietro Mazzini; Alessandro Sanna; Michele Carminati; Giorgio Giacinto; Riccardo Lazzeretti; Stefano Zanero; Mario Polino; Emilio Coppa; Davide Maiorca (SECRYPT, 2024)

Evaluating the Impact of Privacy-Preserving Federated Learning on CAN Intrusion Detection. - Gabriele Digregorio; Elisabetta Cainazzo; Stefano Longari; Michele Carminati; Stefano Zanero (VTC Spring, 2024)

A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. - 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 (WiMob, 2024)

A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. - Antonio Boiano; Marco Di Gennaro; Luca Barbieri; Michele Carminati; Monica Nicoli; Alessandro Redondi; Stefano Savazzi; Albert Sund Aillet; Diogo Reis Santos; Luigi Serio (CoRR, 2024)

An Anomaly Detection System Based on Generative Classifiers for Controller Area Network. - Chunheng Zhao; Stefano Longari; Michele Carminati; Pierluigi Pisu (CoRR, 2024)

CyFence: Securing Cyber-Physical Controllers via Trusted Execution Environment. - Stefano Longari; Alessandro Pozone; Jessica Leoni; Mario Polino; Michele Carminati; Mara Tanelli; Stefano Zanero (IEEE Trans. Emerg. Top. Comput., 2024)

Linux Hurt Itself in Its Confusion! Exploiting Out-of-Memory Killer for Confusion Attacks via Heuristic Manipulation. - Lorenzo Bossi; Daniele Mammone; Michele Carminati; Stefano Zanero; Stefano Longari (DIMVA (2), 2025)

Poster: FedBlockParadox - A Framework for Simulating and Securing Decentralized Federated Learning. - Gabriele Digregorio; Francesco Bleggi; Federico Caroli; Michele Carminati; Stefano Zanero; Stefano Longari (DIMVA (2), 2025)

PackHero: A Scalable Graph-Based Approach for Efficient Packer Identification. - Marco Di Gennaro; Mario D'Onghia; Mario Polino; Stefano Zanero; Michele Carminati (DIMVA (2), 2025)

Micro-Mobility Security: A Holistic Approach via Mobile App Analysis. - Marco Balossini; Michele Carminati; Stefano Zanero; Stefano Longari (ITASEC/SERICS, 2025)

A Deep Learning Approach for False Data Injection Attacks Detection in Smart Water Infrastructure. - Davide Giannubilo; Tommaso Giorgeschi; Michele Carminati; Stefano Zanero; Stefano Longari (ITASEC/SERICS, 2025)

Guessing As A Service: Large Language Models Are Not Yet Ready For Vulnerability Detection. - Francesco Panebianco; Andrea Isgrò; Stefano Longari; Stefano Zanero; Michele Carminati (ITASEC/SERICS, 2025)

How Stealthy is Stealthy? Studying the Efficacy of Black-Box Adversarial Attacks in the Real World. - Francesco Panebianco; Mario D'Onghia; Stefano Zanero; Michele Carminati (SEC (2), 2025)

Evaluating the potential of quantum machine learning in cybersecurity: A case-study on PCA-based intrusion detection systems. - Armando Bellante; Tommaso Fioravanti; Michele Carminati; Stefano Zanero; Alessandro Luongo (Comput. Secur., 2025)

TimberStrike: Dataset Reconstruction Attack Revealing Privacy Leakage in Federated Tree-Based Systems. - Marco Di Gennaro; Giovanni De Lucia; Stefano Longari; Stefano Zanero; Michele Carminati (Proc. Priv. Enhancing Technol., 2025)

Janus: A Trusted Execution Environment Approach for Attack Detection in Industrial Robot Controllers. - Stefano Longari; Jacopo Jannone; Mario Polino; Michele Carminati; Andrea Maria Zanchettin; Mara Tanelli; Stefano Zanero (IEEE Trans. Emerg. Top. Comput., 2025)

Assessing the Resilience of Automotive Intrusion Detection Systems to Adversarial Manipulation. - Stefano Longari; Paolo Cerracchio; Michele Carminati; Stefano Zanero (ACM Trans. Cyber Phys. Syst., 2025)

LeakSealer: A Semisupervised Defense for LLMs Against Prompt Injection and Leakage Attacks. - Francesco Panebianco; Stefano Bonfanti; Francesco Trovò; Michele Carminati (CoRR, 2025)