Search Results for author: Francesco Marchiori

Found 5 papers, 3 papers with code

Can LLMs Understand Computer Networks? Towards a Virtual System Administrator

no code implementations19 Apr 2024 Denis Donadel, Francesco Marchiori, Luca Pajola, Mauro Conti

Private LLMs achieve noteworthy results in small and medium networks, while challenges persist in comprehending complex network topologies, particularly for open-source models.

Prompt Engineering

AGIR: Automating Cyber Threat Intelligence Reporting with Natural Language Generation

1 code implementation4 Oct 2023 Filippo Perrina, Francesco Marchiori, Mauro Conti, Nino Vincenzo Verde

In this paper, we introduce AGIR (Automatic Generation of Intelligence Reports), a transformative Natural Language Generation tool specifically designed to address the pressing challenges in the realm of CTI reporting.

Hallucination Text Generation

Your Battery Is a Blast! Safeguarding Against Counterfeit Batteries with Authentication

2 code implementations7 Sep 2023 Francesco Marchiori, Mauro Conti

By using our proposed methodologies, manufacturers can ensure that devices only use legitimate batteries, guaranteeing the operational state of any system and safety measures for the users.

Your Attack Is Too DUMB: Formalizing Attacker Scenarios for Adversarial Transferability

1 code implementation27 Jun 2023 Marco Alecci, Mauro Conti, Francesco Marchiori, Luca Martinelli, Luca Pajola

An alarming side-effect of evasion attacks is their ability to transfer among different models: this property is called transferability.

STIXnet: A Novel and Modular Solution for Extracting All STIX Objects in CTI Reports

no code implementations17 Mar 2023 Francesco Marchiori, Mauro Conti, Nino Vincenzo Verde

The automatic extraction of information from Cyber Threat Intelligence (CTI) reports is crucial in risk management.

Management Relation Extraction

Cannot find the paper you are looking for? You can Submit a new open access paper.