Publications
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21 results
2026
Model Selection Hijacking Adversarial AttackExternal link
Luca Pajola, Riccardo Petrucci, Francesco Marchiori, Luca Pasa, Mauro Conti
34th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2026)
Preventing Robotic Jailbreaking via Multimodal Domain AdaptationExternal link
Francesco Marchiori, Rohan Sinha, Christopher Agia, Alexander Robey, George J. Pappas, Mauro Conti, Marco Pavone
2026 IEEE International Conference on Robotics and Automation (ICRA 2026)
When Authentication Is Not Enough: Breaking Behavior-Based Driver Authentication SystemsExternal link
Emad Efatinasab, Francesco Marchiori, Denis Donadel, Alessandro Brighente, Mauro Conti
31st European Symposium on Research in Computer Security (ESORICS 2026)
2025
A Survey and Comparative Analysis of Security Properties of CAN Authentication ProtocolsExternal link
Alessandro Lotto, Francesco Marchiori, Alessandro Brighente, Mauro Conti
IEEE Communications Surveys & Tutorials (COMST 2025)
ATTAQ: Adversarial Robustness of Quantum Machine LearningExternal link
Francesco Marchiori, Mauro Conti
2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W 2025)
Can LLMs Classify CVEs? Investigating LLMs Capabilities in Computing CVSS VectorsExternal link
Francesco Marchiori, Denis Donadel, Mauro Conti
2025 IEEE Symposium on Computers and Communications (ISCC 2025)
DUMB and DUMBer: Is Adversarial Training Worth It in the Real World?External link
Francesco Marchiori, Marco Alecci, Luca Pajola, Mauro Conti
30th European Symposium on Research in Computer Security (ESORICS 2025)
Inference Attacks on Encrypted Online Voting via Traffic AnalysisExternal link
Anastasiia Belousova, Francesco Marchiori, Mauro Conti
Information Security (ISC 2025)
Leaky Batteries: A Novel Set of Side-Channel Attacks on Electric VehiclesExternal link
Francesco Marchiori, Mauro Conti
20th International Conference on Availability, Reliability and Security (ARES 2025)
Leaving No Blind Spots: Toward Automotive CybersecurityExternal link
Francesco Marchiori, Mauro Conti
2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S 2025)
PQ-CAN: A Framework for Simulating Post-Quantum Cryptography in Embedded SystemsExternal link
Mauro Conti, Francesco Marchiori, Sebastiano Matarazzo, Marco Rubin
2025 IEEE Symposium on Computers and Communications (ISCC 2025)
Profiling Electric Vehicles via Early Charging Voltage PatternsExternal link
Francesco Marchiori, Denis Donadel, Alessandro Brighente, Mauro Conti
20th International Conference on Availability, Reliability and Security (ARES 2025)
2024
Can LLMs Understand Computer Networks? Towards a Virtual System AdministratorExternal link
Denis Donadel, Francesco Marchiori, Luca Pajola, Mauro Conti
2024 IEEE 49th Conference on Local Computer Networks (LCN 2024)
CANEDERLI: On The Impact of Adversarial Training and Transferability on CAN Intrusion Detection SystemsExternal link
Francesco Marchiori, Mauro Conti
Proceedings of the 2024 ACM Workshop on Wireless Security and Machine Learning (WiseML 2024) · Seoul, Republic of Korea
FaultGuard: A Generative Approach to Resilient Fault Prediction in Smart Electrical GridsExternal link
Emad Efatinasab, Francesco Marchiori, Alessandro Brighente, Mirco Rampazzo, Mauro Conti
Detection of Intrusions and Malware, and Vulnerability Assessment (DIMVA 2024)
RedactBuster: Entity Type Recognition from Redacted DocumentsExternal link
Mirco Beltrame, Mauro Conti, Pierpaolo Guglielmin, Francesco Marchiori, Gabriele Orazi
29th European Symposium on Research in Computer Security (ESORICS 2024)
Work-in-Progress: Crash Course: Can (Under Attack) Autonomous Driving Beat Human Drivers?External link
Francesco Marchiori, Alessandro Brighente, Mauro Conti
2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW 2024)
2023
AGIR: Automating Cyber Threat Intelligence Reporting with Natural Language GenerationExternal link
Filippo Perrina, Francesco Marchiori, Mauro Conti, Nino Vincenzo Verde
2023 IEEE International Conference on Big Data (BigData 2023)
STIXnet: A Novel and Modular Solution for Extracting All STIX Objects in CTI ReportsExternal link
Francesco Marchiori, Mauro Conti, Nino Vincenzo Verde
18th International Conference on Availability, Reliability and Security (ARES 2023) · Benevento, Italy
Your Attack Is Too DUMB: Formalizing Attacker Scenarios for Adversarial TransferabilityExternal link
Marco Alecci, Mauro Conti, Francesco Marchiori, Luca Martinelli, Luca Pajola
Proceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses (RAID 2023) · Hong Kong, China
Your Battery Is a Blast! Safeguarding Against Counterfeit Batteries with AuthenticationExternal link
Francesco Marchiori, Mauro Conti
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security (CCS 2023) · Copenhagen, Denmark