Powering the Future of IoT: Federated Learning for Optimized Power Consumption and Enhanced Privacy
Fuente:
arXiv
Saved in:
| Main Authors: | Shirvani, Ghazaleh, Ghasemshirazi, Saeid |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
Securing the Future: Proactive Threat Hunting for Sustainable IoT Ecosystems
by: Ghasemshirazi, Saeid, et al.
Published: (2024)
by: Ghasemshirazi, Saeid, 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)
Federated Learning: Attacks, Defenses, Opportunities, and Challenges
by: Shirvani, Ghazaleh, et al.
Published: (2024)
by: Shirvani, Ghazaleh, et al.
Published: (2024)
Advancing Email Spam Detection: Leveraging Zero-Shot Learning and Large Language Models
by: SHirvani, Ghazaleh, et al.
Published: (2025)
by: SHirvani, Ghazaleh, et al.
Published: (2025)
Implementing Zero Trust Architecture to Enhance Security and Resilience in the Pharmaceutical Supply Chain
by: Ghasemshirazi, Saeid, et al.
Published: (2025)
by: Ghasemshirazi, Saeid, et al.
Published: (2025)
Federated Learning-Enhanced Blockchain Framework for Privacy-Preserving Intrusion Detection in Industrial IoT
by: Ali, Anas, et al.
Published: (2025)
by: Ali, Anas, et al.
Published: (2025)
LLM-Powered Analysis of IoT User Reviews: Tracking and Ranking Security and Privacy Concerns
by: Protick, Taufiq Islam, et al.
Published: (2026)
by: Protick, Taufiq Islam, et al.
Published: (2026)
PrivacyCube: Data Physicalization for Enhancing Privacy Awareness in IoT
by: Muhander, Bayan Al, et al.
Published: (2024)
by: Muhander, Bayan Al, et al.
Published: (2024)
AI-Protected Blockchain-based IoT environments: Harnessing the Future of Network Security and Privacy
by: Ruzbahani, Ali Mohammadi
Published: (2024)
by: Ruzbahani, Ali Mohammadi
Published: (2024)
Privacy Preservation Techniques (PPTs) in IoT Systems: A Scoping Review and Future Directions
by: Alalade, Emmanuel, et al.
Published: (2025)
by: Alalade, Emmanuel, et al.
Published: (2025)
Multi-Agent LLM Governance for Safe Two-Timescale Reinforcement Learning in SDN-IoT Defense
by: Jamshidi, Saeid, et al.
Published: (2026)
by: Jamshidi, Saeid, et al.
Published: (2026)
Privacy-Preserving Machine Learning for IoT: A Cross-Paradigm Survey and Future Roadmap
by: Zaman, Zakia, et al.
Published: (2026)
by: Zaman, Zakia, et al.
Published: (2026)
Security and Privacy Enhancing in Blockchain-based IoT Environments via Anonym Auditing
by: Khordadpour, Peyman, et al.
Published: (2024)
by: Khordadpour, Peyman, et al.
Published: (2024)
Optimizing Resource Allocation and Energy Efficiency in Federated Fog Computing for IoT
by: Ahmad, Taimoor, et al.
Published: (2025)
by: Ahmad, Taimoor, et al.
Published: (2025)
A Unified View of IoT And CPS Security and Privacy
by: Luo, Lan, et al.
Published: (2022)
by: Luo, Lan, et al.
Published: (2022)
Security and Privacy Management of IoT Using Quantum Computing
by: Sen, Jaydip
Published: (2025)
by: Sen, Jaydip
Published: (2025)
Systematic Survey on Privacy-Preserving Architectures for IoT and Vehicular Data Sharing: Techniques, Challenges, and Future Directions
by: Tran-Truong, Phat T., et al.
Published: (2026)
by: Tran-Truong, Phat T., et al.
Published: (2026)
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)
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)
FL-DABE-BC: A Privacy-Enhanced, Decentralized Authentication, and Secure Communication for Federated Learning Framework with Decentralized Attribute-Based Encryption and Blockchain for IoT Scenarios
by: Narkedimilli, Sathwik, et al.
Published: (2024)
by: Narkedimilli, Sathwik, et al.
Published: (2024)
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)
Digital Privacy in IoT: Exploring Challenges, Approaches and Open Issues
by: Girija, Shini, et al.
Published: (2026)
by: Girija, Shini, et al.
Published: (2026)
Microbenchmarking Cloud Cryptographic Workloads for Privacy-Preserving Healthcare IoT
by: Webb, Jeremiah L., et al.
Published: (2026)
by: Webb, Jeremiah L., et al.
Published: (2026)
Privacy-Preserving Healthcare Data in IoT: A Synergistic Approach with Deep Learning and Blockchain
by: Bezanjani, Behnam Rezaei, et al.
Published: (2025)
by: Bezanjani, Behnam Rezaei, et al.
Published: (2025)
Preventive Audits for Data Applications Before Data Sharing in the Power IoT
by: Wang, Bohong, et al.
Published: (2024)
by: Wang, Bohong, et al.
Published: (2024)
VBIT: Towards Enhancing Privacy Control Over IoT Devices
by: Aaraj, Jad Al, et al.
Published: (2024)
by: Aaraj, Jad Al, et al.
Published: (2024)
DB-PAISA: Discovery-Based Privacy-Agile IoT Sensing+Actuation
by: Bagayatkar, Isita, et al.
Published: (2024)
by: Bagayatkar, Isita, et al.
Published: (2024)
CITADEL: Continual Anomaly Detection for Enhanced Learning in IoT Intrusion Detection
by: Li, Elvin, et al.
Published: (2025)
by: Li, Elvin, et al.
Published: (2025)
Enhancing IoT Network Security through Adaptive Curriculum Learning and XAI
by: Narkedimilli, Sathwik, et al.
Published: (2025)
by: Narkedimilli, Sathwik, et al.
Published: (2025)
Introduction to IoT
by: Ananna, Tajkia Nuri, et al.
Published: (2023)
by: Ananna, Tajkia Nuri, et al.
Published: (2023)
Incremental Federated Learning for Intrusion Detection in IoT Networks under Evolving Threat Landscape
by: Rehman, Muaan Ur, et al.
Published: (2026)
by: Rehman, Muaan Ur, et al.
Published: (2026)
Privacy Preserving Anomaly Detection on Homomorphic Encrypted Data from IoT Sensors
by: Hangan, Anca, et al.
Published: (2024)
by: Hangan, Anca, et al.
Published: (2024)
Security and Privacy Measurement on Chinese Consumer IoT Traffic based on Device Lifecycle
by: Jin, Chenghua, et al.
Published: (2025)
by: Jin, Chenghua, 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)
Feature-Oriented IoT Malware Analysis: Extraction, Classification, and Future Directions
by: Qian, Zhuoyun, et al.
Published: (2025)
by: Qian, Zhuoyun, et al.
Published: (2025)
Hiding in Plain Sight: An IoT Traffic Camouflage Framework for Enhanced Privacy
by: Worae, Daniel Adu, et al.
Published: (2025)
by: Worae, Daniel Adu, 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)
FedMicro-IDA: A Federated Learning and Microservices-based Framework for IoT Data Analytics
by: Atitallah, Safa Ben, et al.
Published: (2025)
by: Atitallah, Safa Ben, et al.
Published: (2025)
Smart Surveillance: Identifying IoT Device Behaviours using ML-Powered Traffic Analysis
by: Ryan, Reza, et al.
Published: (2025)
by: Ryan, Reza, et al.
Published: (2025)
Similar Items
-
Towards Sustainable IoT: Challenges, Solutions, and Future Directions for Device Longevity
by: Shirvani, Ghazaleh, et al.
Published: (2024) -
Securing the Future: Proactive Threat Hunting for Sustainable IoT Ecosystems
by: Ghasemshirazi, Saeid, et al.
Published: (2024) -
Enhancing IoT Security Against DDoS Attacks through Federated Learning
by: Shirvani, Ghazaleh, et al.
Published: (2024) -
Federated Learning: Attacks, Defenses, Opportunities, and Challenges
by: Shirvani, Ghazaleh, et al.
Published: (2024) -
Advancing Email Spam Detection: Leveraging Zero-Shot Learning and Large Language Models
by: SHirvani, Ghazaleh, et al.
Published: (2025)