Cost-Effective RF Fingerprinting Based on Hybrid CVNN-RF Classifier with Automated Multi-Dimensional Early-Exit Strategy
Fuente:
arXiv
Saved in:
| Main Authors: | Gan, Jiayan, Du, Zhixing, Li, Qiang, Shao, Huaizong, Lin, Jingran, Pan, Ye, Wen, Zhongyi, Wang, Shafei |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CrossRF: A Domain-Invariant Deep Learning Approach for RF Fingerprinting
by: Tiras, Fahrettin Emin, et al.
Published: (2025)
by: Tiras, Fahrettin Emin, 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)
An experimental study: RF Fingerprinting of Bluetooth devices
by: Rušiņš, Artis, et al.
Published: (2024)
by: Rušiņš, Artis, et al.
Published: (2024)
Robust Eavesdropping in the Presence of Adversarial Communications for RF Fingerprinting
by: Yuan, Andrew, et al.
Published: (2025)
by: Yuan, Andrew, et al.
Published: (2025)
OrbID: Identifying Orbcomm Satellite RF Fingerprints
by: Solenthaler, Cédric, et al.
Published: (2025)
by: Solenthaler, Cédric, et al.
Published: (2025)
BEEM: Boosting Performance of Early Exit DNNs using Multi-Exit Classifiers as Experts
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
by: Bajpai, Divya Jyoti, et al.
Published: (2025)
Cross-Receiver Generalization for RF Fingerprint Identification via Feature Disentanglement and Adversarial Training
by: Pan, Yuhao, et al.
Published: (2025)
by: Pan, Yuhao, et al.
Published: (2025)
On the Domain Generalizability of RF Fingerprints Through Multifractal Dimension Representation
by: Johnson, Benjamin, et al.
Published: (2024)
by: Johnson, Benjamin, et al.
Published: (2024)
Collusion-Driven Impersonation Attack on Channel-Resistant RF Fingerprinting
by: Xu, Zhou, et al.
Published: (2025)
by: Xu, Zhou, et al.
Published: (2025)
A Robust Anti-noise Scheme for RF Fingerprint Identification
by: Shi, Junxian, et al.
Published: (2024)
by: Shi, Junxian, et al.
Published: (2024)
Fisher Information Limits of Satellite RF Fingerprint Identifiability for Authentication
by: Dong, Haofan, et al.
Published: (2026)
by: Dong, Haofan, et al.
Published: (2026)
A Compact Narrowband Antenna Design for RF Fingerprinting Applications
by: Huang, Sheng, et al.
Published: (2025)
by: Huang, Sheng, et al.
Published: (2025)
Hamiltonian-Inspired Attention Mechanism for Scalable RF Transmitter Fingerprinting
by: Singh, Chitraksh, et al.
Published: (2026)
by: Singh, Chitraksh, et al.
Published: (2026)
Mitigating Receiver Impact on Radio Frequency Fingerprint Identification via Domain Adaptation
by: Yang, Liu, et al.
Published: (2024)
by: Yang, Liu, et al.
Published: (2024)
Alpha-RF: Automated RF-Filter-Circuit Design with Neural Simulator and Reinforcement Learning
by: Tran, Nhat, et al.
Published: (2026)
by: Tran, Nhat, et al.
Published: (2026)
Watermarking and Anomaly Detection in Machine Learning Models for LORA RF Fingerprinting
by: Mahajan, Aarushi, et al.
Published: (2025)
by: Mahajan, Aarushi, et al.
Published: (2025)
FLAME: A Federated Learning Approach for Multi-Modal RF Fingerprinting
by: Kianfar, Kiarash, et al.
Published: (2025)
by: Kianfar, Kiarash, et al.
Published: (2025)
Passive Microwave Tag Classification Using RF Fingerprinting and Machine Learning
by: Hilton, Cory, et al.
Published: (2025)
by: Hilton, Cory, et al.
Published: (2025)
Generalizable and Interpretable RF Fingerprinting with Shapelet-Enhanced Large Language Models
by: Zhao, Tianya, et al.
Published: (2026)
by: Zhao, Tianya, et al.
Published: (2026)
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)
PIE-NeRF: Physics-based Interactive Elastodynamics with NeRF
by: Feng, Yutao, et al.
Published: (2023)
by: Feng, Yutao, et al.
Published: (2023)
INLA-RF: A Hybrid Modeling Strategy for Spatio-Temporal Environmental Data
by: Figueira, Mario, et al.
Published: (2025)
by: Figueira, Mario, et al.
Published: (2025)
Towards Channel-Resilient CSI-Based RF Fingerprinting using Deep Learning
by: Kong, Ruiqi, et al.
Published: (2024)
by: Kong, Ruiqi, et al.
Published: (2024)
On the Impact of the Hardware Warm-Up Time on Deep Learning-Based RF Fingerprinting
by: Elmaghbub, Abdurrahman, et al.
Published: (2023)
by: Elmaghbub, Abdurrahman, et al.
Published: (2023)
Anticipating Optical Availability in Hybrid RF/FSO Links Using RF Beacons and Deep Learning
by: Ibrahim, Mostafa, et al.
Published: (2024)
by: Ibrahim, Mostafa, et al.
Published: (2024)
CVNN-based Channel Estimation and Equalization in OFDM Systems Without Cyclic Prefix
by: Sousa, Heitor dos Santos, et al.
Published: (2023)
by: Sousa, Heitor dos Santos, et al.
Published: (2023)
Tailored Three Dimensional Betatron Dynamics in UltraStable Hybrid Laser Plasma RF Accelerators
by: Choobini, A. A. Molavi, et al.
Published: (2025)
by: Choobini, A. A. Molavi, et al.
Published: (2025)
CSI-RFF: Leveraging Micro-Signals on CSI for RF Fingerprinting of Commodity WiFi
by: Kong, Ruiqi, et al.
Published: (2026)
by: Kong, Ruiqi, et al.
Published: (2026)
Model-Agnostic Uncertainty Quantification for Fast NFC Tag Identification using RF Fingerprinting
by: Sarpong, Dickson Akuoko, et al.
Published: (2025)
by: Sarpong, Dickson Akuoko, et al.
Published: (2025)
Open Set RF Fingerprinting Identification: A Joint Prediction and Siamese Comparison Framework
by: Cai, Donghong, et al.
Published: (2025)
by: Cai, Donghong, et al.
Published: (2025)
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)
Protocol-agnostic and Data-free Backdoor Attacks on Pre-trained Models in RF Fingerprinting
by: Zhao, Tianya, et al.
Published: (2025)
by: Zhao, Tianya, et al.
Published: (2025)
Unsupervised Contrastive Learning for Robust RF Device Fingerprinting Under Time-Domain Shift
by: Chen, Jun, et al.
Published: (2024)
by: Chen, Jun, et al.
Published: (2024)
UAV Individual Identification via Distilled RF Fingerprints-Based LLM in ISAC Networks
by: Zheng, Haolin, et al.
Published: (2025)
by: Zheng, Haolin, et al.
Published: (2025)
Towards Robust RF Fingerprint Identification Using Spectral Regrowth and Carrier Frequency Offset
by: Xie, Lingnan, et al.
Published: (2024)
by: Xie, Lingnan, et al.
Published: (2024)
ATHEENA: A Toolflow for Hardware Early-Exit Network Automation
by: Biggs, Benjamin, et al.
Published: (2023)
by: Biggs, Benjamin, et al.
Published: (2023)
NeRF-NQA: No-Reference Quality Assessment for Scenes Generated by NeRF and Neural View Synthesis Methods
by: Qu, Qiang, et al.
Published: (2024)
by: Qu, Qiang, et al.
Published: (2024)
Religious Exit Costs
by: Jared Bok
Published: (2025)
by: Jared Bok
Published: (2025)
Augmenting Training Data with Vector-Quantized Variational Autoencoder for Classifying RF Signals
by: Kompella, Srihari Kamesh, et al.
Published: (2024)
by: Kompella, Srihari Kamesh, et al.
Published: (2024)
NoPe-NeRF++: Local-to-Global Optimization of NeRF with No Pose Prior
by: Shi, Dongbo, et al.
Published: (2025)
by: Shi, Dongbo, et al.
Published: (2025)
Similar Items
-
CrossRF: A Domain-Invariant Deep Learning Approach for RF Fingerprinting
by: Tiras, Fahrettin Emin, et al.
Published: (2025) -
An Adversarial-Driven Experimental Study on Deep Learning for RF Fingerprinting
by: Cao, Xinyu, et al.
Published: (2025) -
An experimental study: RF Fingerprinting of Bluetooth devices
by: Rušiņš, Artis, et al.
Published: (2024) -
Robust Eavesdropping in the Presence of Adversarial Communications for RF Fingerprinting
by: Yuan, Andrew, et al.
Published: (2025) -
OrbID: Identifying Orbcomm Satellite RF Fingerprints
by: Solenthaler, Cédric, et al.
Published: (2025)