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Elisa Bertino

3 accepted papers

2025

Castle: Causal Cascade Updates in Relational Databases with Large Language Models

EMNLP 2025

This work introduces Castle, the first framework for schema-only cascade update generation using large language models (LLMs). Despite recent advances in LLMs for Text2SQL code generation, existing approaches focus primarily on SELECT queries, neglecting the challenges of SQL update operations and t

Cited by 0SourcePDFScholar
2025

PSMBench: A Benchmark and Dataset for Evaluating LLMs Extraction of Protocol State Machines from RFC Specifications

NeurIPS 2025poster

Accurately extracting protocol-state machines (PSMs) from the long, densely written Request-for-Comments (RFC) standards that govern Internet‐scale communication remains a bottleneck for automated security analysis and protocol testing. In this paper, we introduce RFC2PSM, the first large-scale data…

Cited by 0SourceScholar