LRCTI: A Large Language Model-Based Framework for Multi-Step Evidence Retrieval and Reasoning in Cyber Threat Intelligence Credibility Verification
Fuente:
arXiv
Saved in:
| Main Authors: | Tang, Fengxiao, Li, Huan, Zhao, Ming, Wu, Zongzong, Peng, Shisong, Yin, Tao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment
by: Wu, Zongzong, et al.
Published: (2024)
by: Wu, Zongzong, et al.
Published: (2024)
From Retrieval to Reasoning: A Framework for Cyber Threat Intelligence NER with Explicit and Adaptive Instructions
by: Peng, Jiaren, et al.
Published: (2025)
by: Peng, Jiaren, et al.
Published: (2025)
Discerning Reliable Cyber Threat Indicators for Timely Cyber Threat Intelligence
by: Arikkat, Dincy R, et al.
Published: (2023)
by: Arikkat, Dincy R, et al.
Published: (2023)
AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution
by: Rani, Nanda, et al.
Published: (2025)
by: Rani, Nanda, et al.
Published: (2025)
Towards Cyber Threat Intelligence for the IoT
by: Iacovazzi, Alfonso, et al.
Published: (2024)
by: Iacovazzi, Alfonso, et al.
Published: (2024)
SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence
by: Ji, Hangyuan, et al.
Published: (2024)
by: Ji, Hangyuan, et al.
Published: (2024)
CyLens: Towards Reinventing Cyber Threat Intelligence in the Paradigm of Agentic Large Language Models
by: Liu, Xiaoqun, et al.
Published: (2025)
by: Liu, Xiaoqun, et al.
Published: (2025)
CTIArena: Benchmarking LLM Knowledge and Reasoning Across Heterogeneous Cyber Threat Intelligence
by: Cheng, Yutong, et al.
Published: (2025)
by: Cheng, Yutong, et al.
Published: (2025)
Cyber Threat Hunting: Non-Parametric Mining of Attack Patterns from Cyber Threat Intelligence for Precise Threats Attribution
by: Kanwal, Rimsha, et al.
Published: (2025)
by: Kanwal, Rimsha, et al.
Published: (2025)
Large Language Models Are Unreliable for Cyber Threat Intelligence
by: Mezzi, Emanuele, et al.
Published: (2025)
by: Mezzi, Emanuele, et al.
Published: (2025)
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds
by: Al-Yasiri, Jamal H., et al.
Published: (2025)
by: Al-Yasiri, Jamal H., et al.
Published: (2025)
Trustworthy Artificial Intelligence for Cyber Threat Analysis
by: Wang, Shuangbao Paul, et al.
Published: (2025)
by: Wang, Shuangbao Paul, et al.
Published: (2025)
A Practical Honeypot-Based Threat Intelligence Framework for Cyber Defence in the Cloud
by: Chin, Darren Malvern, et al.
Published: (2025)
by: Chin, Darren Malvern, et al.
Published: (2025)
Towards Effective Identification of Attack Techniques in Cyber Threat Intelligence Reports using Large Language Models
by: Nguyen, Hoang Cuong, et al.
Published: (2025)
by: Nguyen, Hoang Cuong, et al.
Published: (2025)
TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text
by: Lekssays, Ahmed, et al.
Published: (2025)
by: Lekssays, Ahmed, et al.
Published: (2025)
Security Barriers to Trustworthy AI-Driven Cyber Threat Intelligence in Finance: Evidence from Practitioners
by: Karaosman, Emir, et al.
Published: (2026)
by: Karaosman, Emir, et al.
Published: (2026)
Bandit on the Hunt: Dynamic Crawling for Cyber Threat Intelligence
by: Kuehn, Philipp, et al.
Published: (2025)
by: Kuehn, Philipp, et al.
Published: (2025)
Cyber Threat Intelligence for Artificial Intelligence Systems
by: Krawczyk, Natalia, et al.
Published: (2026)
by: Krawczyk, Natalia, et al.
Published: (2026)
Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence
by: Meng, Yuqiao, et al.
Published: (2025)
by: Meng, Yuqiao, et al.
Published: (2025)
TTPXHunter: Actionable Threat Intelligence Extraction as TTPs from Finished Cyber Threat Reports
by: Rani, Nanda, et al.
Published: (2024)
by: Rani, Nanda, et al.
Published: (2024)
CyberThreat-Eval: Can Large Language Models Automate Real-World Threat Research?
by: Chen, Xiangsen, et al.
Published: (2026)
by: Chen, Xiangsen, et al.
Published: (2026)
Towards an AI-Enhanced Cyber Threat Intelligence Processing Pipeline
by: Alevizos, Lampis, et al.
Published: (2024)
by: Alevizos, Lampis, et al.
Published: (2024)
reconCTI: A Proactive Approach to Cyber-Threat Intelligence
by: Rahman, Mohammed Mahir, et al.
Published: (2026)
by: Rahman, Mohammed Mahir, et al.
Published: (2026)
ThreatKG: An AI-Powered System for Automated Open-Source Cyber Threat Intelligence Gathering and Management
by: Gao, Peng, et al.
Published: (2022)
by: Gao, Peng, et al.
Published: (2022)
CyberSOCEval: Benchmarking LLMs Capabilities for Malware Analysis and Threat Intelligence Reasoning
by: Deason, Lauren, et al.
Published: (2025)
by: Deason, Lauren, et al.
Published: (2025)
CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models
by: Cheng, Yutong, et al.
Published: (2024)
by: Cheng, Yutong, et al.
Published: (2024)
Quantifying the ROI of Cyber Threat Intelligence: A Data-Driven Approach
by: Strada, Matteo
Published: (2025)
by: Strada, Matteo
Published: (2025)
TSTEM: A Cognitive Platform for Collecting Cyber Threat Intelligence in the Wild
by: Balasubramanian, Prasasthy, et al.
Published: (2024)
by: Balasubramanian, Prasasthy, et al.
Published: (2024)
DroidTTP: Mapping Android Applications with TTP for Cyber Threat Intelligence
by: Arikkat, Dincy R, et al.
Published: (2025)
by: Arikkat, Dincy R, et al.
Published: (2025)
Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models
by: Fieblinger, Romy, et al.
Published: (2024)
by: Fieblinger, Romy, et al.
Published: (2024)
Beyond RAG for Cyber Threat Intelligence: A Systematic Evaluation of Graph-Based and Agentic Retrieval
by: Hamzic, Dzenan, et al.
Published: (2026)
by: Hamzic, Dzenan, et al.
Published: (2026)
CTI-HAL: A Human-Annotated Dataset for Cyber Threat Intelligence Analysis
by: Della Penna, Sofia, et al.
Published: (2025)
by: Della Penna, Sofia, et al.
Published: (2025)
A Large Language Model-Supported Threat Modeling Framework for Transportation Cyber-Physical Systems
by: Salek, M Sabbir, et al.
Published: (2025)
by: Salek, M Sabbir, et al.
Published: (2025)
TITAN: Graph-Executable Reasoning for Cyber Threat Intelligence
by: Simoni, Marco, et al.
Published: (2025)
by: Simoni, Marco, et al.
Published: (2025)
The Use of Large Language Models (LLM) for Cyber Threat Intelligence (CTI) in Cybercrime Forums
by: Clairoux-Trepanier, Vanessa, et al.
Published: (2024)
by: Clairoux-Trepanier, Vanessa, et al.
Published: (2024)
Transforming Cyber Defense: Harnessing Agentic and Frontier AI for Proactive, Ethical Threat Intelligence
by: Tallam, Krti
Published: (2025)
by: Tallam, Krti
Published: (2025)
CRUcialG: Reconstruct Integrated Attack Scenario Graphs by Cyber Threat Intelligence Reports
by: Cheng, Wenrui, et al.
Published: (2024)
by: Cheng, Wenrui, et al.
Published: (2024)
The Dark Side of the Web: Towards Understanding Various Data Sources in Cyber Threat Intelligence
by: Schröer, Saskia Laura, et al.
Published: (2025)
by: Schröer, Saskia Laura, et al.
Published: (2025)
PLLM-CS: Pre-trained Large Language Model (LLM) for Cyber Threat Detection in Satellite Networks
by: Hassanin, Mohammed, et al.
Published: (2024)
by: Hassanin, Mohammed, et al.
Published: (2024)
CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence
by: Alam, Md Tanvirul, et al.
Published: (2024)
by: Alam, Md Tanvirul, et al.
Published: (2024)
Similar Items
-
KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment
by: Wu, Zongzong, et al.
Published: (2024) -
From Retrieval to Reasoning: A Framework for Cyber Threat Intelligence NER with Explicit and Adaptive Instructions
by: Peng, Jiaren, et al.
Published: (2025) -
Discerning Reliable Cyber Threat Indicators for Timely Cyber Threat Intelligence
by: Arikkat, Dincy R, et al.
Published: (2023) -
AURA: A Multi-Agent Intelligence Framework for Knowledge-Enhanced Cyber Threat Attribution
by: Rani, Nanda, et al.
Published: (2025) -
Towards Cyber Threat Intelligence for the IoT
by: Iacovazzi, Alfonso, et al.
Published: (2024)