The impact of artificial intelligence on OSINT technologies
Allam, Eliya (A.A. 2024/2025) The impact of artificial intelligence on OSINT technologies. Tesi di Laurea in Cybercrime and fraud detection, Luiss Guido Carli, relatore Gianluigi Me, pp. 69. [Bachelor's Degree Thesis]
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Abstract/Index
Literature review and state-of-the-art analysis. Open-source intelligence (OSINT): evolution and limitations. Large language models in security intelligence. Advanced AI techniques: RAG and agent architectures. Gap analysis in current OSINT solutions. System design and architecture. System requirements and constraints. High-level architecture and data flow. Technology stack selection and rationale. Key architectural decisions. Implementation. OSINT sources framework and data collection. Knowledge base and vector database implementation. LLM integration and retrieval-augmented generation (RAG) pipeline. Agent framework and tool development. User interface implementation. Evaluation and results. Evaluation methodology and metrics. System performance analysis. Case studies and practical applications. Comparative analysis with existing solutions. Analysis of results and addressing OSINT limitations. Implementation challenges and constraints. Future research directions and enhancements.
References
Bibliografia: pp. 53-55.
| Thesis Type: | Bachelor's Degree Thesis |
|---|---|
| Institution: | Luiss Guido Carli |
| Degree Program: | Bachelor's Degree Programs > Bachelor's Degree Program in Management and Computer Science, English language (L-18) |
| Chair: | Cybercrime and fraud detection |
| Thesis Supervisor: | Me, Gianluigi |
| Academic Year: | 2024/2025 |
| Session: | Summer |
| Deposited by: | Alessandro Perfetti |
| Date Deposited: | 03 Dec 2025 15:23 |
| Last Modified: | 03 Dec 2025 15:23 |
| URI: | https://tesi.luiss.it/id/eprint/44191 |
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