3 papers
cs.CR2026
Decomposing Memorization Reduction in Privacy-Preserving Fine-Tuning of SLMs for CSIRTs
Cristhian Kapelinski, Diego Kreutz
CSIRTs increasingly fine tune language models on vulnerability scan records, but these records expose internal network topology and create privacy risks under regulations such as G…
cs.CR2025
Structured Extraction of Vulnerabilities in OpenVAS and Tenable WAS Reports Using LLMs
Beatriz Machado, Douglas Lautert, Cristhian Kapelinski +1
This paper proposes an automated LLM-based method to extract and structure vulnerabilities from OpenVAS and Tenable WAS scanner reports, converting unstructured data into a standar…
cs.CR2025
AnonLFI 2.0: Extensible Architecture for PII Pseudonymization in CSIRTs with OCR and Technical Recognizers
Cristhian Kapelinski, Douglas Lautert, Beatriz Machado +1
This work presents AnonLFI 2.0, a modular pseudonymization framework for CSIRTs that uses HMAC SHA256 to generate strong and reversible pseudonyms, preserves XML and JSON structure…