---
title: Talks & papers
canonical_url: https://danielalfasi.com/talks/
last_updated: '2026-08-28'
description: Selected research talks and publications.
---

## VulnScopper: Unveiling Hidden Links Between Unseen Security Entities

Dec 9, 2024 · UCLA · ACM CoNEXT — 3rd GNNet Workshop

The NVD announced it could no longer fully enrich new CVEs at the pace they
arrive. VulnScopper combines knowledge graphs and LLMs — using a GNN foundation
model (ULTRA) in an inductive setup — to automate vulnerability enrichment and
link CVEs to related security entities, including ones the model has not seen at
training time.

Authors: Daniel Alfasi, Tal Shapira, Anat Bremler-Barr. Published in
*Proceedings of the 3rd GNNet Workshop on Graph Neural Networking*, pages 33–40.

- [ACM Digital Library](https://dl.acm.org/doi/abs/10.1145/3694811.3697819)
- [PDF](https://dl.acm.org/doi/pdf/10.1145/3694811.3697819)
- [arXiv](https://arxiv.org/abs/2403.02014)
- [Google Scholar](https://scholar.google.com/citations?view_op=view_citation&hl=en&user=uxuvP0gAAAAJ&citation_for_view=uxuvP0gAAAAJ:9yKSN-GCB0IC)

---

*More talks and papers will land here.*

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