Empowering IoT Security: On-Device Intrusion Detection in Resource Constrained Devices
Fuente:
arXiv
Saved in:
| Main Authors: | Ieropoulos, Vasilis, Anthi, Eirini, Spyridopoulos, Theodoros, Burnap, Pete, Khan, Aftab, Carnelli, Pietro |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Gotham Dataset 2025: A Reproducible Large-Scale IoT Network Dataset for Intrusion Detection and Security Research
by: Belarbi, Othmane, et al.
Published: (2025)
by: Belarbi, Othmane, et al.
Published: (2025)
Using Harmonics for Low-Cost Jamming
by: Ieropoulos, Vasilis, et al.
Published: (2024)
by: Ieropoulos, Vasilis, et al.
Published: (2024)
Multi-stage Attack Detection and Prediction Using Graph Neural Networks: An IoT Feasibility Study
by: Friji, Hamdi, et al.
Published: (2024)
by: Friji, Hamdi, et al.
Published: (2024)
Lightweight CNN-BiLSTM based Intrusion Detection Systems for Resource-Constrained IoT Devices
by: Jouhari, Mohammed, et al.
Published: (2024)
by: Jouhari, Mohammed, et al.
Published: (2024)
Towards Remotely Verifiable Software Integrity in Resource-Constrained IoT Devices
by: Nunes, Ivan De Oliveira, et al.
Published: (2024)
by: Nunes, Ivan De Oliveira, et al.
Published: (2024)
Software Unclonable Functions for IoT Devices Identification and Security
by: Alshehhi, Saeed
Published: (2025)
by: Alshehhi, Saeed
Published: (2025)
Consistent and Compatible Modelling of Cyber Intrusions and Incident Response Demonstrated in the Context of Malware Attacks on Critical Infrastructure
by: Maynard, Peter, et al.
Published: (2025)
by: Maynard, Peter, et al.
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)
On-Device Interpretable Tsetlin Machine-Based Intrusion Detection for Secure IoMT
by: Jaiswal, Rahul, et al.
Published: (2026)
by: Jaiswal, Rahul, et al.
Published: (2026)
Unsupervised Anomaly Detection for Smart IoT Devices: Performance and Resource Comparison
by: Sami, Md. Sad Abdullah, et al.
Published: (2025)
by: Sami, Md. Sad Abdullah, et al.
Published: (2025)
Securing IoT Devices in Smart Cities: A Review of Proposed Solutions
by: Betancur-López, Andrés F.
Published: (2025)
by: Betancur-López, Andrés F.
Published: (2025)
ASOP: A Sovereign and Secure Device Onboarding Protocol for Cloud-based IoT Services
by: Reaz, Khan, et al.
Published: (2024)
by: Reaz, Khan, et al.
Published: (2024)
Enabling End-to-End APT Emulation in Industrial Environments: Design and Implementation of the SIMPLE-ICS Testbed
by: Pramadi, Yogha Restu, et al.
Published: (2026)
by: Pramadi, Yogha Restu, et al.
Published: (2026)
I-(OT)^2: A Client-optimal Oblivious Transfer Protocol for IoT Devices
by: Onofri, Elia, et al.
Published: (2026)
by: Onofri, Elia, et al.
Published: (2026)
Developing and Evaluating Lightweight Cryptographic Algorithms for Secure Embedded Systems in IoT Devices
by: Sedraoui, Brahim Khalil, et al.
Published: (2026)
by: Sedraoui, Brahim Khalil, et al.
Published: (2026)
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)
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)
Wireguard: An Efficient Solution for Securing IoT Device Connectivity
by: Jumakhan, Haseebullah, et al.
Published: (2024)
by: Jumakhan, Haseebullah, et al.
Published: (2024)
Optimized Ensemble Model Towards Secured Industrial IoT Devices
by: Injadat, MohammadNoor
Published: (2024)
by: Injadat, MohammadNoor
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)
Building Touch-Less Trust in IoT Devices
by: Kerrison, Steve
Published: (2024)
by: Kerrison, Steve
Published: (2024)
Empowering IoT Firmware Secure Update with Customization Rights
by: Chen, Weihao, et al.
Published: (2025)
by: Chen, Weihao, et al.
Published: (2025)
FIDEM: A Standard-Compliant Framework for Secure Binding of MUD Profiles to IoT Devices
by: Lotto, Alessandro, et al.
Published: (2026)
by: Lotto, Alessandro, et al.
Published: (2026)
Large-Scale (Semi-)Automated Security Assessment of Consumer IoT Devices -- A Roadmap
by: Schöttle, Pascal, et al.
Published: (2025)
by: Schöttle, Pascal, et al.
Published: (2025)
Analysis of Robust and Secure DNS Protocols for IoT Devices
by: Aydeger, Abdullah, et al.
Published: (2025)
by: Aydeger, Abdullah, 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)
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)
EILID: Execution Integrity for Low-end IoT Devices
by: Jakkamsetti, Sashidhar, et al.
Published: (2025)
by: Jakkamsetti, Sashidhar, et al.
Published: (2025)
Comparison of Encryption Algorithms for Wearable Devices in IoT Systems
by: Yang, Haobo
Published: (2024)
by: Yang, Haobo
Published: (2024)
Towards Weaknesses and Attack Patterns Prediction for IoT Devices
by: A., Carlos A. Rivera, et al.
Published: (2024)
by: A., Carlos A. Rivera, et al.
Published: (2024)
KESIC: Kerberos Extensions for Smart, IoT and CPS Devices
by: Prapty, Renascence Tarafder, et al.
Published: (2024)
by: Prapty, Renascence Tarafder, 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)
MADEA: A Malware Detection Architecture for IoT blending Network Monitoring and Device Attestation
by: Prapty, Renascence Tarafder, et al.
Published: (2025)
by: Prapty, Renascence Tarafder, et al.
Published: (2025)
Investigating Threats Posed by SMS Origin Spoofing to IoT Devices
by: Tsunoda, Akaki
Published: (2023)
by: Tsunoda, Akaki
Published: (2023)
DatChain -- Blockchain implementation in Data transfer for IoT Devices
by: Rajput, Om, et al.
Published: (2022)
by: Rajput, Om, et al.
Published: (2022)
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)
Detecting Compromised IoT Devices Using Autoencoders with Sequential Hypothesis Testing
by: Mainuddin, Md, et al.
Published: (2024)
by: Mainuddin, Md, et al.
Published: (2024)
Optimizing IoT Intrusion Detection with Tabular Foundation Models for Smart City Forensics
by: Al-Dahmani, Asma, et al.
Published: (2026)
by: Al-Dahmani, Asma, et al.
Published: (2026)
Secure Authentication in Wireless IoT: Hamming Code Assisted SRAM PUF as Device Fingerprint
by: Lehn, Florian, et al.
Published: (2026)
by: Lehn, Florian, et al.
Published: (2026)
Memory-Efficient and Secure DNN Inference on TrustZone-enabled Consumer IoT Devices
by: Xie, Xueshuo, et al.
Published: (2024)
by: Xie, Xueshuo, et al.
Published: (2024)
Similar Items
-
Gotham Dataset 2025: A Reproducible Large-Scale IoT Network Dataset for Intrusion Detection and Security Research
by: Belarbi, Othmane, et al.
Published: (2025) -
Using Harmonics for Low-Cost Jamming
by: Ieropoulos, Vasilis, et al.
Published: (2024) -
Multi-stage Attack Detection and Prediction Using Graph Neural Networks: An IoT Feasibility Study
by: Friji, Hamdi, et al.
Published: (2024) -
Lightweight CNN-BiLSTM based Intrusion Detection Systems for Resource-Constrained IoT Devices
by: Jouhari, Mohammed, et al.
Published: (2024) -
Towards Remotely Verifiable Software Integrity in Resource-Constrained IoT Devices
by: Nunes, Ivan De Oliveira, et al.
Published: (2024)