Hybrid ResNet-1D-BiGRU with Multi-Head Attention for Cyberattack Detection in Industrial IoT Environments
Fuente:
arXiv
Saved in:
| Main Authors: | Gueriani, Afrah, Kheddar, Hamza, Mazari, Ahmed Cherif |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Robust Cross-Domain IDS using BiGRU-LSTM-Attention for Medical and Industrial IoT Security
by: Gueriani, Afrah, et al.
Published: (2025)
by: Gueriani, Afrah, et al.
Published: (2025)
Deep Reinforcement Learning for Intrusion Detection in IoT: A Survey
by: Gueriani, Afrah, et al.
Published: (2024)
by: Gueriani, Afrah, et al.
Published: (2024)
Enhancing IoT Security with CNN and LSTM-Based Intrusion Detection Systems
by: Gueriani, Afrah, et al.
Published: (2024)
by: Gueriani, Afrah, et al.
Published: (2024)
Adaptive Cyber-Attack Detection in IIoT Using Attention-Based LSTM-CNN Models
by: Gueriani, Afrah, et al.
Published: (2025)
by: Gueriani, Afrah, et al.
Published: (2025)
SE-Enhanced ViT and BiLSTM-Based Intrusion Detection for Secure IIoT and IoMT Environments
by: Gueriani, Afrah, et al.
Published: (2026)
by: Gueriani, Afrah, et al.
Published: (2026)
A transformer-BiGRU-based framework with data augmentation and confident learning for network intrusion detection
by: Zhang, Jiale, et al.
Published: (2025)
by: Zhang, Jiale, et al.
Published: (2025)
Cyberattack Data Analysis in IoT Environments using Big Data
by: Patidar, Neelam, et al.
Published: (2024)
by: Patidar, Neelam, et al.
Published: (2024)
Privacy-Preserving Cyberattack Detection in Blockchain-Based IoT Systems Using AI and Homomorphic Encryption
by: Manh, Bui Duc, et al.
Published: (2024)
by: Manh, Bui Duc, et al.
Published: (2024)
Efficient IoT Intrusion Detection with an Improved Attention-Based CNN-BiLSTM Architecture
by: Naeem, Amna, et al.
Published: (2025)
by: Naeem, Amna, et al.
Published: (2025)
Transformers and Large Language Models for Efficient Intrusion Detection Systems: A Comprehensive Survey
by: Kheddar, Hamza
Published: (2024)
by: Kheddar, Hamza
Published: (2024)
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)
Towards Privacy-Preserving Medical Imaging: Federated Learning with Differential Privacy and Secure Aggregation Using a Modified ResNet Architecture
by: Fares, Mohamad Haj, et al.
Published: (2024)
by: Fares, Mohamad Haj, et al.
Published: (2024)
Exploring Secure Machine Learning Through Payload Injection and FGSM Attacks on ResNet-50
by: Yadav, Umesh, et al.
Published: (2025)
by: Yadav, Umesh, et al.
Published: (2025)
Self-adaptive Traffic Anomaly Detection System for IoT Smart Home Environments
by: Watanabe, Naoto, et al.
Published: (2024)
by: Watanabe, Naoto, et al.
Published: (2024)
Hybrid Machine Learning Models for Intrusion Detection in IoT: Leveraging a Real-World IoT Dataset
by: Akif, Md Ahnaf, et al.
Published: (2025)
by: Akif, Md Ahnaf, et al.
Published: (2025)
TemporalFED: Detecting Cyberattacks in Industrial Time-Series Data Using Decentralized Federated Learning
by: Gómez, Ángel Luis Perales, et al.
Published: (2023)
by: Gómez, Ángel Luis Perales, et al.
Published: (2023)
Enhanced Hybrid Deep Learning Approach for Botnet Attacks Detection in IoT Environment
by: kumar, A. Karthick, et al.
Published: (2025)
by: kumar, A. Karthick, et al.
Published: (2025)
On Process Awareness in Detecting Multi-stage Cyberattacks in Smart Grids
by: Sen, Omer, et al.
Published: (2024)
by: Sen, Omer, et al.
Published: (2024)
Zero Trust in the Context of IoT: Industrial Literature Review, Trends, and Challenges
by: Bobelin, Laurent
Published: (2026)
by: Bobelin, Laurent
Published: (2026)
A Novel Trust-Based DDoS Cyberattack Detection Model for Smart Business Environments
by: Okporokpo, Oghenetejiri, et al.
Published: (2025)
by: Okporokpo, Oghenetejiri, et al.
Published: (2025)
Toward a Multi-Layer ML-Based Security Framework for Industrial IoT
by: Bouferroum, Aymen, et al.
Published: (2026)
by: Bouferroum, Aymen, et al.
Published: (2026)
Introduction to IoT
by: Ananna, Tajkia Nuri, et al.
Published: (2023)
by: Ananna, Tajkia Nuri, et al.
Published: (2023)
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)
Large Language Models as Explainable Cyberattack Detectors for Energy Industrial Control Systems
by: Kong, Weiyi, et al.
Published: (2026)
by: Kong, Weiyi, et al.
Published: (2026)
Cyberattack Detection in Critical Infrastructure and Supply Chains
by: Khapre, Smita
Published: (2025)
by: Khapre, Smita
Published: (2025)
LiteShield: Hybrid Feature Selection-Driven Lightweight Intrusion Detection for Resource-Constrained IoT Networks
by: Mabulage, Dileepa, et al.
Published: (2026)
by: Mabulage, Dileepa, et al.
Published: (2026)
Binary and Multi-Class Intrusion Detection in IoT Using Standalone and Hybrid Machine and Deep Learning Models
by: Akif, Md Ahnaf
Published: (2025)
by: Akif, Md Ahnaf
Published: (2025)
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)
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)
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)
A Blockchain-Based Audit Mechanism for Trust and Integrity in IoT-Fog Environments
by: Martinez, Ismael, et al.
Published: (2024)
by: Martinez, Ismael, et al.
Published: (2024)
On Securing the Software Development Lifecycle in IoT RISC-V Trusted Execution Environments
by: Wilde, Annika, et al.
Published: (2026)
by: Wilde, Annika, et al.
Published: (2026)
Uncovering and Understanding FPR Manipulation Attack in Industrial IoT Networks
by: Ahsan, Mohammad Shamim, et al.
Published: (2026)
by: Ahsan, Mohammad Shamim, et al.
Published: (2026)
Optimized Ensemble Model Towards Secured Industrial IoT Devices
by: Injadat, MohammadNoor
Published: (2024)
by: Injadat, MohammadNoor
Published: (2024)
CANGuard: A Spatio-Temporal CNN-GRU-Attention Hybrid Architecture for Intrusion Detection in In-Vehicle CAN Networks
by: Sajib, Rakib Hossain, et al.
Published: (2026)
by: Sajib, Rakib Hossain, et al.
Published: (2026)
An IoT-Enabled Smart Home Automation System for Energy Efficiency with Web-Based Control
by: Ahmed, Amaan, et al.
Published: (2026)
by: Ahmed, Amaan, et al.
Published: (2026)
Blockchain-based AI Methods for Managing Industrial IoT: Recent Developments, Integration Challenges and Opportunities
by: Rahman, Anichur, et al.
Published: (2024)
by: Rahman, Anichur, et al.
Published: (2024)
Cybersecurity and Frequent Cyber Attacks on IoT Devices in Healthcare: Issues and Solutions
by: ElSayed, Zag, et al.
Published: (2025)
by: ElSayed, Zag, et al.
Published: (2025)
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)
Flow-Based Detection and Identification of Zero-Day IoT Cameras
by: Chaudhary, Priyanka Rushikesh, et al.
Published: (2025)
by: Chaudhary, Priyanka Rushikesh, et al.
Published: (2025)
Similar Items
-
A Robust Cross-Domain IDS using BiGRU-LSTM-Attention for Medical and Industrial IoT Security
by: Gueriani, Afrah, et al.
Published: (2025) -
Deep Reinforcement Learning for Intrusion Detection in IoT: A Survey
by: Gueriani, Afrah, et al.
Published: (2024) -
Enhancing IoT Security with CNN and LSTM-Based Intrusion Detection Systems
by: Gueriani, Afrah, et al.
Published: (2024) -
Adaptive Cyber-Attack Detection in IIoT Using Attention-Based LSTM-CNN Models
by: Gueriani, Afrah, et al.
Published: (2025) -
SE-Enhanced ViT and BiLSTM-Based Intrusion Detection for Secure IIoT and IoMT Environments
by: Gueriani, Afrah, et al.
Published: (2026)