Multi-Agent LLM Governance for Safe Two-Timescale Reinforcement Learning in SDN-IoT Defense
Fuente:
arXiv
Saved in:
| Main Authors: | Jamshidi, Saeid, Shahabi, Negar, Khomh, Foutse, Fung, Carol, Hamdaqa, Mohammad |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Self-Adaptive Multi-Agent LLM-Based Security Pattern Selection for IoT Systems
by: Jamshidi, Saeid, et al.
Published: (2026)
by: Jamshidi, Saeid, et al.
Published: (2026)
Energy-Efficient Multi-LLM Reasoning for Binary-Free Zero-Day Detection in IoT Firmware
by: Jamshidi, Saeid, et al.
Published: (2025)
by: Jamshidi, Saeid, et al.
Published: (2025)
Think Fast: Real-Time IoT Intrusion Reasoning Using IDS and LLMs at the Edge Gateway
by: Jamshidi, Saeid, et al.
Published: (2025)
by: Jamshidi, Saeid, et al.
Published: (2025)
Lightweight Autoencoder-Isolation Forest Anomaly Detection for Green IoT Edge Gateways
by: Jamshidi, Saeid, et al.
Published: (2025)
by: Jamshidi, Saeid, et al.
Published: (2025)
Secure Tool Manifest and Digital Signing Solution for Verifiable MCP and LLM Pipelines
by: Jamshidi, Saeid, et al.
Published: (2026)
by: Jamshidi, Saeid, et al.
Published: (2026)
Application of Deep Reinforcement Learning for Intrusion Detection in Internet of Things: A Systematic Review
by: Jamshidi, Saeid, et al.
Published: (2025)
by: Jamshidi, Saeid, et al.
Published: (2025)
Carbon-Aware Intrusion Detection: A Comparative Study of Supervised and Unsupervised DRL for Sustainable IoT Edge Gateways
by: Jamshidi, Saeid, et al.
Published: (2025)
by: Jamshidi, Saeid, et al.
Published: (2025)
Tri-LLM Cooperative Federated Zero-Shot Intrusion Detection with Semantic Disagreement and Trust-Aware Aggregation
by: Jamshidi, Saeid, et al.
Published: (2026)
by: Jamshidi, Saeid, et al.
Published: (2026)
Leveraging Machine Learning Techniques in Intrusion Detection Systems for Internet of Things
by: Jamshidi, Saeid, et al.
Published: (2025)
by: Jamshidi, Saeid, et al.
Published: (2025)
Exploring Security Practices in Infrastructure as Code: An Empirical Study
by: Verdet, Alexandre, et al.
Published: (2023)
by: Verdet, Alexandre, et al.
Published: (2023)
Semantic Attacks on Tool-Augmented LLMs: Securing the Model Context Protocol Against Descriptor-Level Manipulation
by: Jamshidi, Saeid, et al.
Published: (2025)
by: Jamshidi, Saeid, et al.
Published: (2025)
Powering the Future of IoT: Federated Learning for Optimized Power Consumption and Enhanced Privacy
by: Shirvani, Ghazaleh, et al.
Published: (2024)
by: Shirvani, Ghazaleh, et al.
Published: (2024)
VetIoT: On Vetting IoT Defenses Enforcing Policies at Runtime
by: Nafis, Akib Jawad, et al.
Published: (2023)
by: Nafis, Akib Jawad, et al.
Published: (2023)
IoTWarden: A Deep Reinforcement Learning Based Real-time Defense System to Mitigate Trigger-action IoT Attacks
by: Alam, Md Morshed, et al.
Published: (2024)
by: Alam, Md Morshed, et al.
Published: (2024)
Enhancing IoT Security Against DDoS Attacks through Federated Learning
by: Shirvani, Ghazaleh, et al.
Published: (2024)
by: Shirvani, Ghazaleh, et al.
Published: (2024)
Blockchain and Deep Learning-Based IDS for Securing SDN-Enabled Industrial IoT Environments
by: Poorazad, Samira Kamali, et al.
Published: (2023)
by: Poorazad, Samira Kamali, et al.
Published: (2023)
Multi-Agent Framework for Threat Mitigation and Resilience in AI-Based Systems
by: Foundjem, Armstrong, et al.
Published: (2025)
by: Foundjem, Armstrong, et al.
Published: (2025)
Towards Sustainable IoT: Challenges, Solutions, and Future Directions for Device Longevity
by: Shirvani, Ghazaleh, et al.
Published: (2024)
by: Shirvani, Ghazaleh, et al.
Published: (2024)
Cyberscurity Threats and Defense Mechanisms in IoT network
by: Dao, Trung, et al.
Published: (2026)
by: Dao, Trung, et al.
Published: (2026)
A Comprehensive Analysis of Routing Vulnerabilities and Defense Strategies in IoT Networks
by: Jae-Dong, Kim
Published: (2024)
by: Jae-Dong, Kim
Published: (2024)
Deep Reinforcement Learning for Intrusion Detection in IoT: A Survey
by: Gueriani, Afrah, et al.
Published: (2024)
by: Gueriani, Afrah, et al.
Published: (2024)
LiteQSign: Lightweight and Quantum-Safe Signatures for Heterogeneous IoT Applications
by: Yavuz, Attila A., et al.
Published: (2023)
by: Yavuz, Attila A., et al.
Published: (2023)
Federated Learning: Attacks, Defenses, Opportunities, and Challenges
by: Shirvani, Ghazaleh, et al.
Published: (2024)
by: Shirvani, Ghazaleh, et al.
Published: (2024)
Securing the Future: Proactive Threat Hunting for Sustainable IoT Ecosystems
by: Ghasemshirazi, Saeid, et al.
Published: (2024)
by: Ghasemshirazi, Saeid, et al.
Published: (2024)
Tactical Edge IoT in Defense and National Security
by: Fraga-Lamas, Paula, et al.
Published: (2024)
by: Fraga-Lamas, Paula, et al.
Published: (2024)
Towards Robust IoT Defense: Comparative Statistics of Attack Detection in Resource-Constrained Scenarios
by: Alwaisi, Zainab, et al.
Published: (2024)
by: Alwaisi, Zainab, et al.
Published: (2024)
A Systematic Mapping Study on SDN Controllers for Enhancing Security in IoT Networks
by: Oredola, Charles, et al.
Published: (2024)
by: Oredola, Charles, et al.
Published: (2024)
Introduction to IoT
by: Ananna, Tajkia Nuri, et al.
Published: (2023)
by: Ananna, Tajkia Nuri, et al.
Published: (2023)
Systems-Level Attack Surface of Edge Agent Deployments on IoT
by: Zhan, Zhonghao, et al.
Published: (2026)
by: Zhan, Zhonghao, et al.
Published: (2026)
Towards Threat Modelling of IoT Context-Sharing Platforms
by: Goudarzi, Mohammad, et al.
Published: (2024)
by: Goudarzi, Mohammad, et al.
Published: (2024)
Quantum Threat in Healthcare IoT: Challenges and Mitigation Strategies
by: Alif, Asif, et al.
Published: (2024)
by: Alif, Asif, et al.
Published: (2024)
How Memory-Safe is IoT? Assessing the Impact of Memory-Protection Solutions for Securing Wireless Gateways
by: Safronov, Vadim, et al.
Published: (2024)
by: Safronov, Vadim, et al.
Published: (2024)
Lack of Systematic Approach to Security of IoT Context Sharing Platforms
by: Goudarzi, Mohammad, et al.
Published: (2024)
by: Goudarzi, Mohammad, et al.
Published: (2024)
SCI-IoT: A Quantitative Framework for Trust Scoring and Certification of IoT Devices
by: Swami, Shreyansh, et al.
Published: (2025)
by: Swami, Shreyansh, et al.
Published: (2025)
Enhancing Cybersecurity in Critical Infrastructure with LLM-Assisted Explainable IoT Systems
by: Ghimire, Ashutosh, et al.
Published: (2025)
by: Ghimire, Ashutosh, et al.
Published: (2025)
Quantum-Edge Cloud Computing: A Future Paradigm for IoT Applications
by: Hossain, Mohammad Ikbal, et al.
Published: (2024)
by: Hossain, Mohammad Ikbal, et al.
Published: (2024)
Switching Coordinator: An SDN Application for Flexible QKD-Networks
by: Mendez, Rubén B., et al.
Published: (2026)
by: Mendez, Rubén B., et al.
Published: (2026)
SoK: Systematic analysis of adversarial threats against deep learning approaches for autonomous anomaly detection systems in SDN-IoT networks
by: Yasarathna, Tharindu Lakshan, et al.
Published: (2025)
by: Yasarathna, Tharindu Lakshan, et al.
Published: (2025)
A Cutting-Edge Deep Learning Method For Enhancing IoT Security
by: Ansar, Nadia, et al.
Published: (2024)
by: Ansar, Nadia, et al.
Published: (2024)
IoT and Man-in-the-Middle Attacks
by: Fereidouni, Hamidreza, et al.
Published: (2023)
by: Fereidouni, Hamidreza, et al.
Published: (2023)
Similar Items
-
Self-Adaptive Multi-Agent LLM-Based Security Pattern Selection for IoT Systems
by: Jamshidi, Saeid, et al.
Published: (2026) -
Energy-Efficient Multi-LLM Reasoning for Binary-Free Zero-Day Detection in IoT Firmware
by: Jamshidi, Saeid, et al.
Published: (2025) -
Think Fast: Real-Time IoT Intrusion Reasoning Using IDS and LLMs at the Edge Gateway
by: Jamshidi, Saeid, et al.
Published: (2025) -
Lightweight Autoencoder-Isolation Forest Anomaly Detection for Green IoT Edge Gateways
by: Jamshidi, Saeid, et al.
Published: (2025) -
Secure Tool Manifest and Digital Signing Solution for Verifiable MCP and LLM Pipelines
by: Jamshidi, Saeid, et al.
Published: (2026)