LRCTI uses an LLM to summarize threat reports, retrieve evidence in several rounds, and judge each claim credible or incredible, reporting strong F1 gains on CTI-200 and PolitiFact.
Stiocs: Active learning-based semi-supervised training framework for ioc extraction,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CR 1years
2025 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification
LRCTI uses an LLM to summarize threat reports, retrieve evidence in several rounds, and judge each claim credible or incredible, reporting strong F1 gains on CTI-200 and PolitiFact.