Sotabase

Career

· Data Scientist, Negentro
· Visiting Scholar, Stanford University
· Master's degree in Cybersecurity, University of Padova
· PhD in Brain, Mind and Computer Science, University of Padova

Publications (21)

AGIR: Automating Cyber Threat Intelligence Reporting with Natural Language Generation
BigData Congress [Services Society] · 2023
30
cited
STIXnet: A Novel and Modular Solution for Extracting All STIX Objects in CTI Reports
ARES · 2023
28
cited
Can LLMs Understand Computer Networks? Towards a Virtual System Administrator
IEEE Conference on Local Computer Networks · 2024
18
cited
A Survey and Comparative Analysis of Security Properties of CAN Authentication Protocols
IEEE Communications Surveys and Tutorials · 2024
15
cited
Your Attack Is Too DUMB: Formalizing Attacker Scenarios for Adversarial Transferability
International Symposium on Recent Advances in Intrusion Detection · 2023
11
cited
Your Battery Is a Blast! Safeguarding Against Counterfeit Batteries with Authentication
Conference on Computer and Communications Security · 2023
8
cited
FaultGuard: A Generative Approach to Resilient Fault Prediction in Smart Electrical Grids
International Conference on Detection of intrusions and malware, and vulnerability assessment · 2024
6
cited
CANEDERLI: On The Impact of Adversarial Training and Transferability on CAN Intrusion Detection Systems
WiseML@WiSec · 2024
5
cited
Can LLMs Classify CVEs? Investigating LLMs Capabilities in Computing CVSS Vectors
International Symposium on Computers and Communications · 2025
4
cited
RedactBuster: Entity Type Recognition from Redacted Documents
European Symposium on Research in Computer Security · 2024
3
cited
Leaky Batteries: A Novel Set of Side-Channel Attacks on Electric Vehicles
ARES · 2025
2
cited
When Authentication Is Not Enough: On the Security of Behavioral-Based Driver Authentication Systems
2023
2
cited
PQ-CAN: A Framework for Simulating Post-Quantum Cryptography in Embedded Systems
International Symposium on Computers and Communications · 2025
1
cited
ATTAQ: Adversarial Robustness of Quantum Machine Learning
2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) · 2025
DUMB and DUMBer: Is Adversarial Training Worth It in the Real World?
European Symposium on Research in Computer Security · 2025
ELTEX: A Framework for Domain-Driven Synthetic Data Generation
Inference Attacks on Encrypted Online Voting via Traffic Analysis
Information Security Conference · 2025
Leaving No Blind Spots: Toward Automotive Cybersecurity
2025 55th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S) · 2025
Moshi Moshi? A Model Selection Hijacking Adversarial Attack
arXiv.org · 2025
Preventing Robotic Jailbreaking via Multimodal Domain Adaptation
arXiv.org · 2025
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Francesco Marchiori | Researcher Profile | Sotabase | Sotabase