Michele Carminati

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 36

Top Topics

Decision Support

Temporal Analysis

Fraud Detection

Top Venues

Publications

Gabriele Digregorio, Salvatore Maccarrone, Mario D'Onghia, Luigi Gallo, Michele Carminati, Mario Polino, Stefano Zanero
Tarallo: Evading Behavioral Malware Detectors in the Problem Space. DIMVA (2024)
Antonio Boiano, Marco Di Gennaro, Luca Barbieri, Michele Carminati, Monica Nicoli, Alessandro Redondi, Stefano Savazzi, Albert Sund Aillet, Diogo Reis Santos, Luigi Serio
A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications. CoRR (2024)
Stefano Longari, Alessandro Pozone, Jessica Leoni, Mario Polino, Michele Carminati, Mara Tanelli, Stefano Zanero
CyFence: Securing Cyber-Physical Controllers via Trusted Execution Environment. IEEE Trans. Emerg. Top. Comput. 12 (2) (2024)
Stefano Longari, Carlo Alberto Pozzoli, Alessandro Nichelini, Michele Carminati, Stefano Zanero
CANdito: Improving Payload-Based Detection of Attacks on Controller Area Networks. CSCML (2023)
Lorenzo Binosi, Mario Polino, Michele Carminati, Stefano Zanero
BINO: Automatic recognition of inline binary functions from template classes. Comput. Secur. 132 (2023)
Tommaso Paladini, Martino Bernasconi de Luca, Michele Carminati, Mario Polino, Francesco Trovò, Stefano Zanero
Advancing Fraud Detection Systems Through Online Learning. ECML/PKDD (6) (2023)
Alessandro Bertani, Marco Bonelli, Lorenzo Binosi, Michele Carminati, Stefano Zanero, Mario Polino
Untangle: Aiding Global Function Pointer Hijacking for Post-CET Binary Exploitation. DIMVA (2023)
Maria Paola Tatulli, Tommaso Paladini, Mario D'Onghia, Michele Carminati, Stefano Zanero
HAMLET: A Transformer Based Approach for Money Laundering Detection. CSCML (2023)
Lorenzo Binosi, Luca Rullo, Mario Polino, Michele Carminati, Stefano Zanero
Rainfuzz: Reinforcement-Learning Driven Heat-Maps for Boosting Coverage-Guided Fuzzing. ICPRAM (2023)
Riccardo Remigio, Alessandro Bertani, Mario Polino, Michele Carminati, Stefano Zanero
The Good, the Bad, and the Binary: An LSTM-Based Method for Section Boundary Detection in Firmware Analysis. IWSEC (2023)
Davide Avanzi, Stefano Longari, Mario Polino, Michele Carminati, Andrea Maria Zanchettin, Mara Tanelli, Stefano Zanero
Task Aware Intrusion Detection for Industrial Robots. ITASEC (2023)
Mario D'Onghia, Federico Di Cesare, Luigi Gallo, Michele Carminati, Mario Polino, Stefano Zanero
Lookin' Out My Backdoor! Investigating Backdooring Attacks Against DL-driven Malware Detectors. AISec@CCS (2023)
Alessandro Nichelini, Carlo Alberto Pozzoli, Stefano Longari, Michele Carminati, Stefano Zanero
CANova: A hybrid intrusion detection framework based on automatic signal classification for CAN. Comput. Secur. 128 (2023)
Stefano Longari, Francesco Noseda, Michele Carminati, Stefano Zanero
Evaluating the Robustness of Automotive Intrusion Detection Systems Against Evasion Attacks. CSCML (2023)
Tommaso Paladini, Francesco Monti, Mario Polino, Michele Carminati, Stefano Zanero
Fraud Detection under Siege: Practical Poisoning Attacks and Defense Strategies. ACM Trans. Priv. Secur. 26 (4) (2023)
Davide Maffiola, Stefano Longari, Michele Carminati, Mara Tanelli, Stefano Zanero
GOLIATH: A Decentralized Framework for Data Collection in Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Javier Fernández Rodríguez, Michele Papale, Michele Carminati, Stefano Zanero
A Natural Language Processing Approach for Financial Fraud Detection. ITASEC (2022)
Nicola Galloro, Mario Polino, Michele Carminati, Andrea Continella, Stefano Zanero
A Systematical and longitudinal study of evasive behaviors in windows malware. Comput. Secur. 113 (2022)
Stefano Longari, Alessandro Nichelini, Carlo Alberto Pozzoli, Michele Carminati, Stefano Zanero
CANdito: Improving Payload-based Detection of Attacks on Controller Area Networks. CoRR (2022)
Alvise de Faveri Tron, Stefano Longari, Michele Carminati, Mario Polino, Stefano Zanero
CANflict: Exploiting Peripheral Conflicts for Data-Link Layer Attacks on Automotive Networks. CCS (2022)
Alvise de Faveri Tron, Stefano Longari, Michele Carminati, Mario Polino, Stefano Zanero
CANflict: Exploiting Peripheral Conflicts for Data-Link Layer Attacks on Automotive Networks. CoRR (2022)
Danilo Labanca, Luca Primerano, Marcus Markland-Montgomery, Mario Polino, Michele Carminati, Stefano Zanero
Amaretto: An Active Learning Framework for Money Laundering Detection. IEEE Access 10 (2022)
Mario D'Onghia, Matteo Salvadore, Benedetto Maria Nespoli, Michele Carminati, Mario Polino, Stefano Zanero
Apícula: Static detection of API calls in generic streams of bytes. Comput. Secur. 119 (2022)
Stefano Longari, Daniel Humberto Nova Valcarcel, Mattia Zago, Michele Carminati, Stefano Zanero
CANnolo: An Anomaly Detection System Based on LSTM Autoencoders for Controller Area Network. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Alessandro Erba, Riccardo Taormina, Stefano Galelli, Marcello Pogliani, Michele Carminati, Stefano Zanero, Nils Ole Tippenhauer
Constrained Concealment Attacks against Reconstruction-based Anomaly Detectors in Industrial Control Systems. ACSAC (2020)
Dario Ferrari, Michele Carminati, Mario Polino, Stefano Zanero
NoSQL Breakdown: A Large-scale Analysis of Misconfigured NoSQL Services. ACSAC (2020)
Michele Carminati, Luca Santini, Mario Polino, Stefano Zanero
Evasion Attacks against Banking Fraud Detection Systems. RAID (2020)
Stefano Longari, Matteo Penco, Michele Carminati, Stefano Zanero
CopyCAN: An Error-Handling Protocol based Intrusion Detection System for Controller Area Network. CPS-SPC@CCS (2019)
Stefano Longari, Andrea Cannizzo, Michele Carminati, Stefano Zanero
A Secure-by-Design Framework for Automotive On-board Network Risk Analysis. VNC (2019)
Alessandro Erba, Riccardo Taormina, Stefano Galelli, Marcello Pogliani, Michele Carminati, Stefano Zanero, Nils Ole Tippenhauer
Real-time Evasion Attacks with Physical Constraints on Deep Learning-based Anomaly Detectors in Industrial Control Systems. CoRR (2019)
Michele Carminati, Alessandro Baggio, Federico Maggi, Umberto Spagnolini, Stefano Zanero
FraudBuster: Temporal Analysis and Detection of Advanced Financial Frauds. DIMVA (2018)
Michele Carminati, Mario Polino, Andrea Continella, Andrea Lanzi, Federico Maggi, Stefano Zanero
Security Evaluation of a Banking Fraud Analysis System. ACM Trans. Priv. Secur. 21 (3) (2018)
Pietro De Nicolao, Marcello Pogliani, Mario Polino, Michele Carminati, Davide Quarta, Stefano Zanero
ELISA: ELiciting ISA of Raw Binaries for Fine-Grained Code and Data Separation. DIMVA (2018)
Gabriele Viglianisi, Michele Carminati, Mario Polino, Andrea Continella, Stefano Zanero
SysTaint: Assisting Reversing of Malicious Network Communications. SSPREW@ACSAC (2018)
Andrea Continella, Michele Carminati, Mario Polino, Andrea Lanzi, Stefano Zanero, Federico Maggi
Prometheus: Analyzing WebInject-based information stealers. J. Comput. Secur. 25 (2) (2017)
Michele Carminati, Luca Valentini, Stefano Zanero
A Supervised Auto-Tuning Approach for a Banking Fraud Detection System. CSCML (2017)
Michele Carminati, Roberto Caron, Federico Maggi, Ilenia Epifani, Stefano Zanero
BankSealer: A decision support system for online banking fraud analysis and investigation. Comput. Secur. 53 (2015)
Michele Carminati, Roberto Caron, Federico Maggi, Ilenia Epifani, Stefano Zanero
BankSealer: An Online Banking Fraud Analysis and Decision Support System. SEC (2014)