This thesis proposes a decentralized platform for sharing and analyzing cyber threat information, addressing fragmentation and interoperability issues with an agent-based approach. Agents are implemented as chaincode on a permissioned Hyperledger Fabric network, and are able to perform semantic reasoning directly on-chain via Smart Contracts. The approach combines a blockchain as immutable ledger, a formal ontology for modeling cybersecurity knowledge, and a lightweight logical inference engine (Tiny-ME) to transform raw data into contextualized and automated knowledge. Validation and performance evaluations support the feasibility of the proposal.

BLOCKCHAIN-BASED AGENT PLATFORM FOR CYBER THREAT INFORMATION SHARING

LONGO, MARCO
2024/2025

Abstract

This thesis proposes a decentralized platform for sharing and analyzing cyber threat information, addressing fragmentation and interoperability issues with an agent-based approach. Agents are implemented as chaincode on a permissioned Hyperledger Fabric network, and are able to perform semantic reasoning directly on-chain via Smart Contracts. The approach combines a blockchain as immutable ledger, a formal ontology for modeling cybersecurity knowledge, and a lightweight logical inference engine (Tiny-ME) to transform raw data into contextualized and automated knowledge. Validation and performance evaluations support the feasibility of the proposal.
2024
BLOCKCHAIN-BASED AGENT PLATFORM FOR CYBER THREAT INFORMATION SHARING
File in questo prodotto:
File Dimensione Formato  
Tesi_Marco_Longo_firmata.pdf

non disponibili

Descrizione: Tesi Marco Longo magistrale
Dimensione 1.46 MB
Formato Adobe PDF
1.46 MB Adobe PDF

I documenti in UNITESI sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14253/67676