Towards a scalable AI-driven framework for data-independent Cyber Threat Intelligence Information Extraction
Fuente:
arXiv
Saved in:
| Main Authors: | Sorokoletova, Olga, Antonioni, Emanuele, Colò, Giordano |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
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)
TITAN: Graph-Executable Reasoning for Cyber Threat Intelligence
by: Simoni, Marco, et al.
Published: (2025)
by: Simoni, Marco, et al.
Published: (2025)
AI-Driven Cyber Threat Intelligence Automation
by: Shah, Shrit, et al.
Published: (2024)
by: Shah, Shrit, et al.
Published: (2024)
ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation
by: Wu, Yiran, et al.
Published: (2025)
by: Wu, Yiran, et al.
Published: (2025)
From Threat Intelligence to Firewall Rules: Semantic Relations in Hybrid AI Agent and Expert System Architectures
by: Bonfanti, Chiara, et al.
Published: (2026)
by: Bonfanti, Chiara, et al.
Published: (2026)
Large Language Models Are Unreliable for Cyber Threat Intelligence
by: Mezzi, Emanuele, et al.
Published: (2025)
by: Mezzi, Emanuele, 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)
FALCON: Autonomous Cyber Threat Intelligence Mining with LLMs for IDS Rule Generation
by: Mitra, Shaswata, et al.
Published: (2025)
by: Mitra, Shaswata, et al.
Published: (2025)
AutoMalDesc: Large-Scale Script Analysis for Cyber Threat Research
by: Apostu, Alexandru-Mihai, et al.
Published: (2025)
by: Apostu, Alexandru-Mihai, et al.
Published: (2025)
Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence
by: Meng, Yuqiao, et al.
Published: (2025)
by: Meng, Yuqiao, et al.
Published: (2025)
AnnoCTR: A Dataset for Detecting and Linking Entities, Tactics, and Techniques in Cyber Threat Reports
by: Lange, Lukas, et al.
Published: (2024)
by: Lange, Lukas, et al.
Published: (2024)
Countering Autonomous Cyber Threats
by: Heckel, Kade M., et al.
Published: (2024)
by: Heckel, Kade M., 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)
Towards Explainable and Lightweight AI for Real-Time Cyber Threat Hunting in Edge Networks
by: Rahmati, Milad
Published: (2025)
by: Rahmati, Milad
Published: (2025)
VelLMes: A high-interaction AI-based deception framework
by: Sladić, Muris, et al.
Published: (2025)
by: Sladić, Muris, et al.
Published: (2025)
ATLANTIS: AI-driven Threat Localization, Analysis, and Triage Intelligence System
by: Kim, Taesoo, et al.
Published: (2025)
by: Kim, Taesoo, et al.
Published: (2025)
Resource Consumption Threats in Large Language Models
by: Zhang, Yuanhe, et al.
Published: (2026)
by: Zhang, Yuanhe, et al.
Published: (2026)
The Ethics of Interaction: Mitigating Security Threats in LLMs
by: Kumar, Ashutosh, et al.
Published: (2024)
by: Kumar, Ashutosh, et al.
Published: (2024)
A Survey on Agentic Security: Applications, Threats and Defenses
by: Shahriar, Asif, et al.
Published: (2025)
by: Shahriar, Asif, et al.
Published: (2025)
LeakDojo: Decoding the Leakage Threats of RAG Systems
by: Zhang, Maosen, et al.
Published: (2026)
by: Zhang, Maosen, et al.
Published: (2026)
Out of the Cage: How Stochastic Parrots Win in Cyber Security Environments
by: Rigaki, Maria, et al.
Published: (2023)
by: Rigaki, Maria, et al.
Published: (2023)
Preserving Privacy in Large Language Models: A Survey on Current Threats and Solutions
by: Miranda, Michele, et al.
Published: (2024)
by: Miranda, Michele, et al.
Published: (2024)
CyberSentinel: An Emergent Threat Detection System for AI Security
by: Tallam, Krti
Published: (2025)
by: Tallam, Krti
Published: (2025)
Cross-Session Threats in AI Agents: Benchmark, Evaluation, and Algorithms
by: Azarafrooz, Ari
Published: (2026)
by: Azarafrooz, Ari
Published: (2026)
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)
AthenaBench: A Dynamic Benchmark for Evaluating LLMs in Cyber Threat Intelligence
by: Alam, Md Tanvirul, et al.
Published: (2025)
by: Alam, Md Tanvirul, 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)
From Threat to Tool: Leveraging Refusal-Aware Injection Attacks for Safety Alignment
by: Chae, Kyubyung, et al.
Published: (2025)
by: Chae, Kyubyung, et al.
Published: (2025)
Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents
by: Yang, Wenkai, et al.
Published: (2024)
by: Yang, Wenkai, et al.
Published: (2024)
MAGE: Safeguarding LLM Agents against Long-Horizon Threats via Shadow Memory
by: Wang, Yuhui, et al.
Published: (2026)
by: Wang, Yuhui, et al.
Published: (2026)
Breaking MCP with Function Hijacking Attacks: Novel Threats for Function Calling and Agentic Models
by: Belkhiter, Yannis, et al.
Published: (2026)
by: Belkhiter, Yannis, et al.
Published: (2026)
Beyond the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models
by: Yi, Sibo, et al.
Published: (2025)
by: Yi, Sibo, et al.
Published: (2025)
BinaryShield: Cross-Service Threat Intelligence in LLM Services using Privacy-Preserving Fingerprints
by: Gill, Waris, et al.
Published: (2025)
by: Gill, Waris, et al.
Published: (2025)
DMFI: A Dual-Modality Log Analysis Framework for Insider Threat Detection with LoRA-Tuned Language Models
by: Kong, Kaichuan, et al.
Published: (2025)
by: Kong, Kaichuan, et al.
Published: (2025)
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)
Combining Threat Intelligence with IoT Scanning to Predict Cyber Attack
by: Soni, Jubin Abhishek, et al.
Published: (2024)
by: Soni, Jubin Abhishek, et al.
Published: (2024)
TTPrint: Evidence-Grounded TTP Extraction via Diverge-then-Converge Verification
by: Cheng, Yutong, et al.
Published: (2026)
by: Cheng, Yutong, et al.
Published: (2026)
Learnable Linguistic Watermarks for Tracing Model Extraction Attacks on Large Language Models
by: Bai, Minhao, et al.
Published: (2024)
by: Bai, Minhao, et al.
Published: (2024)
Detecting RAG Extraction Attack via Dual-Path Runtime Integrity Game
by: Xie, Yuanbo, et al.
Published: (2026)
by: Xie, Yuanbo, et al.
Published: (2026)
Similar Items
-
Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models
by: Fieblinger, Romy, et al.
Published: (2024) -
The Use of Large Language Models (LLM) for Cyber Threat Intelligence (CTI) in Cybercrime Forums
by: Clairoux-Trepanier, Vanessa, et al.
Published: (2024) -
TITAN: Graph-Executable Reasoning for Cyber Threat Intelligence
by: Simoni, Marco, et al.
Published: (2025) -
AI-Driven Cyber Threat Intelligence Automation
by: Shah, Shrit, et al.
Published: (2024) -
ExCyTIn-Bench: Evaluating LLM agents on Cyber Threat Investigation
by: Wu, Yiran, et al.
Published: (2025)