Insight-LLM: LLM-enhanced Multi-view Fusion in Insider Threat Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Song, Chengyu, Zheng, Jianming |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Audit-LLM: Multi-Agent Collaboration for Log-based Insider Threat Detection
by: Song, Chengyu, et al.
Published: (2024)
by: Song, Chengyu, et al.
Published: (2024)
OrgForge-IT: A Verifiable Synthetic Benchmark for LLM-Based Insider Threat Detection
by: Flynt, Jeffrey
Published: (2026)
by: Flynt, Jeffrey
Published: (2026)
TabSec: A Collaborative Framework for Novel Insider Threat Detection
by: Huang, Zilin, et al.
Published: (2024)
by: Huang, Zilin, et al.
Published: (2024)
Insider Threats Mitigation: Role of Penetration Testing
by: Chauhan, Krutarth
Published: (2024)
by: Chauhan, Krutarth
Published: (2024)
Facade: High-Precision Insider Threat Detection Using Deep Contextual Anomaly Detection
by: Kantchelian, Alex, et al.
Published: (2024)
by: Kantchelian, Alex, et al.
Published: (2024)
Real-Time Detection of Insider Threats Using Behavioral Analytics and Deep Evidential Clustering
by: Ali, Anas, et al.
Published: (2025)
by: Ali, Anas, et al.
Published: (2025)
Signal Decomposition Reveals Structure in Insider Threat Detection under Sparse Temporal Data
by: Beadles, Hayden, et al.
Published: (2026)
by: Beadles, Hayden, et al.
Published: (2026)
The Danger Within: Insider Threat Modeling Using Business Process Models
by: von der Assen, Jan, et al.
Published: (2024)
by: von der Assen, Jan, et al.
Published: (2024)
RMSL: Weakly-Supervised Insider Threat Detection with Robust Multi-sphere Learning
by: Wang, Yang, et al.
Published: (2025)
by: Wang, Yang, et al.
Published: (2025)
LLM-driven Provenance Forensics for Threat Investigation and Detection
by: Mukherjee, Kunal, et al.
Published: (2025)
by: Mukherjee, Kunal, et al.
Published: (2025)
MambaITD: An Efficient Cross-Modal Mamba Network for Insider Threat Detection
by: Kong, Kaichuan, et al.
Published: (2025)
by: Kong, Kaichuan, et al.
Published: (2025)
Integrating Multi-Agent Simulation, Behavioral Forensics, and Trust-Aware Machine Learning for Adaptive Insider Threat Detection
by: Kausar, Firdous, et al.
Published: (2026)
by: Kausar, Firdous, et al.
Published: (2026)
Insider Threat Detection Using GCN and Bi-LSTM with Explicit and Implicit Graph Representations
by: Yumlembam, Rahul, et al.
Published: (2025)
by: Yumlembam, Rahul, et al.
Published: (2025)
What Do We Know About the Psychology of Insider Threats?
by: Ruohonen, Jukka, et al.
Published: (2024)
by: Ruohonen, Jukka, et al.
Published: (2024)
Behavioral Analytics for Continuous Insider Threat Detection in Zero-Trust Architectures
by: Sarraf, Gaurav
Published: (2026)
by: Sarraf, Gaurav
Published: (2026)
LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection
by: Cai, Xiangrui, et al.
Published: (2024)
by: Cai, Xiangrui, et al.
Published: (2024)
Chimera: Harnessing Multi-Agent LLMs for Automatic Insider Threat Simulation
by: Yu, Jiongchi, et al.
Published: (2025)
by: Yu, Jiongchi, et al.
Published: (2025)
Log2Sig: Frequency-Aware Insider Threat Detection via Multivariate Behavioral Signal Decomposition
by: Kong, Kaichuan, et al.
Published: (2025)
by: Kong, Kaichuan, et al.
Published: (2025)
FedAT: Federated Adversarial Training for Distributed Insider Threat Detection
by: Gayathri, R G, et al.
Published: (2024)
by: Gayathri, R G, et al.
Published: (2024)
"Blockchain-Enabled Zero Trust Framework for Securing FinTech Ecosystems Against Insider Threats and Cyber Attacks"
by: Singh, Avinash, et al.
Published: (2025)
by: Singh, Avinash, et al.
Published: (2025)
Agentic Misalignment: How LLMs Could Be Insider Threats
by: Lynch, Aengus, et al.
Published: (2025)
by: Lynch, Aengus, et al.
Published: (2025)
RedChronos: A Large Language Model-Based Log Analysis System for Insider Threat Detection in Enterprises
by: Li, Chenyu, et al.
Published: (2025)
by: Li, Chenyu, et al.
Published: (2025)
A Proactive Insider Threat Management Framework Using Explainable Machine Learning
by: Shikonde, Selma, et al.
Published: (2025)
by: Shikonde, Selma, et al.
Published: (2025)
Fine Grained Insider Risk Detection
by: Huber, Birkett, et al.
Published: (2024)
by: Huber, Birkett, et al.
Published: (2024)
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)
An Ethically Grounded LLM-Based Approach to Insider Threat Synthesis and Detection
by: Gelman, Haywood, et al.
Published: (2025)
by: Gelman, Haywood, et al.
Published: (2025)
APT-LLM: Embedding-Based Anomaly Detection of Cyber Advanced Persistent Threats Using Large Language Models
by: Benabderrahmane, Sidahmed, et al.
Published: (2025)
by: Benabderrahmane, Sidahmed, et al.
Published: (2025)
Modern DDoS Threats and Countermeasures: Insights into Emerging Attacks and Detection Strategies
by: Wang, Jincheng, et al.
Published: (2025)
by: Wang, Jincheng, et al.
Published: (2025)
Winemaking: Extracting Essential Insights for Efficient Threat Detection in Audit Logs
by: Wu, Weiheng, et al.
Published: (2024)
by: Wu, Weiheng, et al.
Published: (2024)
RAG-targeted Adversarial Attack on LLM-based Threat Detection and Mitigation Framework
by: Ikbarieh, Seif, et al.
Published: (2025)
by: Ikbarieh, Seif, et al.
Published: (2025)
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph
by: Zhou, Jiajun, et al.
Published: (2025)
by: Zhou, Jiajun, 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)
Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence
by: Meng, Yuqiao, et al.
Published: (2025)
by: Meng, Yuqiao, et al.
Published: (2025)
LLM-Assisted Proactive Threat Intelligence for Automated Reasoning
by: Paul, Shuva, et al.
Published: (2025)
by: Paul, Shuva, 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)
Semantic-Aware Advanced Persistent Threat Detection Using Autoencoders on LLM-Encoded System Logs
by: Mohammed, Waleed Khan, et al.
Published: (2026)
by: Mohammed, Waleed Khan, et al.
Published: (2026)
The Impact of Emerging Phishing Threats: Assessing Quishing and LLM-generated Phishing Emails against Organizations
by: Weinz, Marie, et al.
Published: (2025)
by: Weinz, Marie, et al.
Published: (2025)
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)
ThreatModeling-LLM: Automating Threat Modeling using Large Language Models for Banking System
by: Wu, Tingmin, et al.
Published: (2024)
by: Wu, Tingmin, et al.
Published: (2024)
VulBinLLM: LLM-powered Vulnerability Detection for Stripped Binaries
by: Hussain, Nasir, et al.
Published: (2025)
by: Hussain, Nasir, et al.
Published: (2025)
Similar Items
-
Audit-LLM: Multi-Agent Collaboration for Log-based Insider Threat Detection
by: Song, Chengyu, et al.
Published: (2024) -
OrgForge-IT: A Verifiable Synthetic Benchmark for LLM-Based Insider Threat Detection
by: Flynt, Jeffrey
Published: (2026) -
TabSec: A Collaborative Framework for Novel Insider Threat Detection
by: Huang, Zilin, et al.
Published: (2024) -
Insider Threats Mitigation: Role of Penetration Testing
by: Chauhan, Krutarth
Published: (2024) -
Facade: High-Precision Insider Threat Detection Using Deep Contextual Anomaly Detection
by: Kantchelian, Alex, et al.
Published: (2024)