Watermarking and Anomaly Detection in Machine Learning Models for LORA RF Fingerprinting
Fuente:
arXiv
Saved in:
| Main Authors: | Mahajan, Aarushi, Burleson, Wayne |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Radio Frequency Fingerprinting via Deep Learning: Challenges and Opportunities
by: Al-Hazbi, Saeif, et al.
Published: (2023)
by: Al-Hazbi, Saeif, et al.
Published: (2023)
OrbID: Identifying Orbcomm Satellite RF Fingerprints
by: Solenthaler, Cédric, et al.
Published: (2025)
by: Solenthaler, Cédric, et al.
Published: (2025)
An Adversarial-Driven Experimental Study on Deep Learning for RF Fingerprinting
by: Cao, Xinyu, et al.
Published: (2025)
by: Cao, Xinyu, et al.
Published: (2025)
Spikewhisper: Temporal Spike Backdoor Attacks on Federated Neuromorphic Learning over Low-power Devices
by: Fu, Hanqing, et al.
Published: (2024)
by: Fu, Hanqing, et al.
Published: (2024)
Differentially Private GANs for Generating Synthetic Indoor Location Data
by: Moghtadaiee, Vahideh, et al.
Published: (2024)
by: Moghtadaiee, Vahideh, et al.
Published: (2024)
On the Impact of CDL and TDL Augmentation for RF Fingerprinting under Impaired Channels
by: Gul, Omer Melih, et al.
Published: (2023)
by: Gul, Omer Melih, et al.
Published: (2023)
SATversary: Adversarial Attacks and Defenses for Satellite Fingerprinting
by: Smailes, Joshua, et al.
Published: (2025)
by: Smailes, Joshua, et al.
Published: (2025)
Edge AI-based Radio Frequency Fingerprinting for IoT Networks
by: Hussain, Ahmed Mohamed, et al.
Published: (2024)
by: Hussain, Ahmed Mohamed, et al.
Published: (2024)
A Trustworthy AIoT-enabled Localization System via Federated Learning and Blockchain
by: Wang, Junfei, et al.
Published: (2024)
by: Wang, Junfei, et al.
Published: (2024)
Differentially Private Multimodal Laplacian Dropout (DP-MLD) for EEG Representative Learning
by: Fu, Xiaowen, et al.
Published: (2024)
by: Fu, Xiaowen, et al.
Published: (2024)
Anomaly-based Framework for Detecting Power Overloading Cyberattacks in Smart Grid AMI
by: Korba, Abdelaziz Amara, et al.
Published: (2024)
by: Korba, Abdelaziz Amara, et al.
Published: (2024)
A Survey and Future Outlook on Indoor Location Fingerprinting Privacy Preservation
by: Fathalizadeh, Amir, et al.
Published: (2024)
by: Fathalizadeh, Amir, et al.
Published: (2024)
Physical Layer-Based Device Fingerprinting for Wireless Security: From Theory to Practice
by: Zhang, Junqing, et al.
Published: (2025)
by: Zhang, Junqing, et al.
Published: (2025)
Bluetooth Fingerprint Identification Under Domain Shift Through Transient Phase Derivative
by: Albousayri, Haytham, et al.
Published: (2025)
by: Albousayri, Haytham, et al.
Published: (2025)
A Real-Time Privacy-Preserving Behavior Recognition System via Edge-Cloud Collaboration
by: Song, Huan, et al.
Published: (2026)
by: Song, Huan, et al.
Published: (2026)
A Fluid Antenna Enabled Physical Layer Key Generation for Next-G Wireless Networks
by: Guo, Jiacheng, et al.
Published: (2025)
by: Guo, Jiacheng, et al.
Published: (2025)
Lightweight MobileNetV1+GRU for ECG Biometric Authentication: Federated and Adversarial Evaluation
by: Rai, Dilli Hang, et al.
Published: (2025)
by: Rai, Dilli Hang, et al.
Published: (2025)
The last Dance : Robust backdoor attack via diffusion models and bayesian approach
by: Mengara, Orson
Published: (2024)
by: Mengara, Orson
Published: (2024)
An AI-Based Supervisory Measurement Integrity Validation Layer for Cyber-Resilient AC/DC Protection in Inverter-Based Microgrids
by: Saber, Ahmad Mohammad, et al.
Published: (2026)
by: Saber, Ahmad Mohammad, et al.
Published: (2026)
Graph Neural Networks for Physical-Layer Security in Multi-User Flexible-Duplex Networks
by: Perera, Tharaka, et al.
Published: (2024)
by: Perera, Tharaka, et al.
Published: (2024)
A Multi-Scenario UAV RF Dataset with Real-World Acquisition and Signal Processing Benchmarking
by: Zheng, Haolin, et al.
Published: (2026)
by: Zheng, Haolin, et al.
Published: (2026)
Differentially Private Communication of Measurement Anomalies in the Smart Grid
by: Ravi, Nikhil, et al.
Published: (2024)
by: Ravi, Nikhil, et al.
Published: (2024)
Cyber Security of Sensor Systems for State Sequence Estimation: A Machine Learning Approach
by: Fang, Xubin, et al.
Published: (2025)
by: Fang, Xubin, et al.
Published: (2025)
Feedback Lunch: Learned Feedback Codes for Secure Communications
by: Zhou, Yingyao, et al.
Published: (2025)
by: Zhou, Yingyao, et al.
Published: (2025)
Explainable Autoencoder-Based Anomaly Detection in IEC 61850 GOOSE Networks
by: Lozano-Paredes, Dafne, et al.
Published: (2026)
by: Lozano-Paredes, Dafne, et al.
Published: (2026)
Phase Correction using Deep Learning for Satellite-to-Ground CV-QKD
by: Long, Nathan K., et al.
Published: (2023)
by: Long, Nathan K., et al.
Published: (2023)
Adversarial-Resilient RF Fingerprinting: A CNN-GAN Framework for Rogue Transmitter Detection
by: Dhakal, Raju, et al.
Published: (2025)
by: Dhakal, Raju, et al.
Published: (2025)
Detection of Intelligent Tampering in Wireless Electrocardiogram Signals Using Hybrid Machine Learning
by: Deshpande, Siddhant, et al.
Published: (2025)
by: Deshpande, Siddhant, et al.
Published: (2025)
Programmable EM Sensor Array for Golden-Model Free Run-time Trojan Detection and Localization
by: Wang, Hanqiu, et al.
Published: (2024)
by: Wang, Hanqiu, et al.
Published: (2024)
AI-Hybrid TRNG: Kernel-Based Deep Learning for Near-Uniform Entropy Harvesting from Physical Noise
by: Yiğit, Hasan
Published: (2025)
by: Yiğit, Hasan
Published: (2025)
Support Vector Machine for Person Classification Using the EEG Signals
by: Venkataswamy, Naveenkumar G, et al.
Published: (2024)
by: Venkataswamy, Naveenkumar G, et al.
Published: (2024)
A Computational Harmonic Detection Algorithm to Detect Data Leakage through EM Emanation
by: Bari, Md Faizul, et al.
Published: (2024)
by: Bari, Md Faizul, et al.
Published: (2024)
Adversarial Artifact Detection in EEG-Based Brain-Computer Interfaces
by: Chen, Xiaoqing, et al.
Published: (2022)
by: Chen, Xiaoqing, et al.
Published: (2022)
Integration of AI in Cybersecurity: Current Trends with a Focused Look at Intrusion Detection Applications
by: Tazili, S., et al.
Published: (2026)
by: Tazili, S., et al.
Published: (2026)
Rapid LoRA Aggregation for Wireless Channel Adaptation in Open-Set Radio Frequency Fingerprinting
by: Zhang, Mingxi, et al.
Published: (2026)
by: Zhang, Mingxi, et al.
Published: (2026)
S-DAPT-2026: A Stage-Aware Synthetic Dataset for Advanced Persistent Threat Detection
by: Tijjani, Saleem Ishaq, et al.
Published: (2026)
by: Tijjani, Saleem Ishaq, et al.
Published: (2026)
Wide-Area GNSS Spoofing and Jamming Detection Using AIS-Derived Spatiotemporal Integrity Monitoring
by: Park, Sanghyeon, et al.
Published: (2026)
by: Park, Sanghyeon, et al.
Published: (2026)
X-CANIDS: Signal-Aware Explainable Intrusion Detection System for Controller Area Network-Based In-Vehicle Network
by: Jeong, Seonghoon, et al.
Published: (2023)
by: Jeong, Seonghoon, et al.
Published: (2023)
R-STELLAR: A Resilient Synthesizable Signature Attenuation SCA Protection on AES-256 with built-in Attack-on-Countermeasure Detection
by: Ghosh, Archisman, et al.
Published: (2024)
by: Ghosh, Archisman, et al.
Published: (2024)
Adversarial Attack and Defense for LoRa Device Identification and Authentication via Deep Learning
by: Sagduyu, Yalin E., et al.
Published: (2024)
by: Sagduyu, Yalin E., et al.
Published: (2024)
Similar Items
-
Radio Frequency Fingerprinting via Deep Learning: Challenges and Opportunities
by: Al-Hazbi, Saeif, et al.
Published: (2023) -
OrbID: Identifying Orbcomm Satellite RF Fingerprints
by: Solenthaler, Cédric, et al.
Published: (2025) -
An Adversarial-Driven Experimental Study on Deep Learning for RF Fingerprinting
by: Cao, Xinyu, et al.
Published: (2025) -
Spikewhisper: Temporal Spike Backdoor Attacks on Federated Neuromorphic Learning over Low-power Devices
by: Fu, Hanqing, et al.
Published: (2024) -
Differentially Private GANs for Generating Synthetic Indoor Location Data
by: Moghtadaiee, Vahideh, et al.
Published: (2024)