Lightweight MobileNetV1+GRU for ECG Biometric Authentication: Federated and Adversarial Evaluation
Fuente:
arXiv
Saved in:
| Main Authors: | Rai, Dilli Hang, Kafley, Sabin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
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)
Attention-Guided Fusion of 1D and 2D CNNs for Robust ECG-Based Biometric Recognition
by: Arioua, et al.
Published: (2026)
by: Arioua, et al.
Published: (2026)
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)
MobileNetV2: A lightweight classification model for home-based sleep apnea screening
by: Pan, Hui, et al.
Published: (2024)
by: Pan, Hui, et al.
Published: (2024)
The last Dance : Robust backdoor attack via diffusion models and bayesian approach
by: Mengara, Orson
Published: (2024)
by: Mengara, Orson
Published: (2024)
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)
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)
Adversarial Artifact Detection in EEG-Based Brain-Computer Interfaces
by: Chen, Xiaoqing, et al.
Published: (2022)
by: Chen, Xiaoqing, et al.
Published: (2022)
Advancing Brainwave-Based Biometrics: A Large-Scale, Multi-Session Evaluation
by: Fallahi, Matin, et al.
Published: (2025)
by: Fallahi, Matin, et al.
Published: (2025)
SignSGD with Federated Defense: Harnessing Adversarial Attacks through Gradient Sign Decoding
by: Park, Chanho, et al.
Published: (2024)
by: Park, Chanho, et al.
Published: (2024)
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)
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)
Differentially Private GANs for Generating Synthetic Indoor Location Data
by: Moghtadaiee, Vahideh, et al.
Published: (2024)
by: Moghtadaiee, Vahideh, et al.
Published: (2024)
A Non-Invasive Load Monitoring Method for Edge Computing Based on MobileNetV3 and Dynamic Time Regulation
by: Liu, Hangxu, et al.
Published: (2025)
by: Liu, Hangxu, et al.
Published: (2025)
When Does Your Brain Know You? Segment Length and Its Impact on EEG-based Biometric Authentication Accuracy
by: Alzahab, Nibras Abo, et al.
Published: (2024)
by: Alzahab, Nibras Abo, et al.
Published: (2024)
Authentication Security of PRF GNSS Ranging
by: Anderson, Jason
Published: (2025)
by: Anderson, Jason
Published: (2025)
Data-Driven Subsampling in the Presence of an Adversarial Actor
by: Jameel, Abu Shafin Mohammad Mahdee, et al.
Published: (2024)
by: Jameel, Abu Shafin Mohammad Mahdee, et al.
Published: (2024)
Physical Layer Authentication Using Information Reconciliation
by: Passah, Atsu Kokuvi Angélo, et al.
Published: (2024)
by: Passah, Atsu Kokuvi Angélo, et al.
Published: (2024)
On the Limits of Cross-Authentication Checks for GNSS Signals
by: Ardizzon, Francesco, et al.
Published: (2023)
by: Ardizzon, Francesco, et al.
Published: (2023)
A Backdoor Approach with Inverted Labels Using Dirty Label-Flipping Attacks
by: Mengara, Orson
Published: (2024)
by: Mengara, Orson
Published: (2024)
Feedback Lunch: Learned Feedback Codes for Secure Communications
by: Zhou, Yingyao, et al.
Published: (2025)
by: Zhou, Yingyao, et al.
Published: (2025)
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)
World's First Authenticated Satellite Pseudorange from Orbit
by: Anderson, Jason
Published: (2025)
by: Anderson, Jason
Published: (2025)
Improving Galileo OSNMA Time To First Authenticated Fix
by: Galan, Aleix, et al.
Published: (2024)
by: Galan, Aleix, et al.
Published: (2024)
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)
Transfer-based Adversarial Poisoning Attacks for Online (MIMO-)Deep Receviers
by: Wu, Kunze, et al.
Published: (2024)
by: Wu, Kunze, et al.
Published: (2024)
Access-based Lightweight Physical Layer Authentication for the Internet of Things Devices
by: Khan, Saud, et al.
Published: (2023)
by: Khan, Saud, et al.
Published: (2023)
Mitigating Data Injection Attacks on Federated Learning
by: Shalom, Or, et al.
Published: (2023)
by: Shalom, Or, et al.
Published: (2023)
CovertAuth: Joint Covert Communication and Authentication in MmWave Systems
by: Teng, Yulin, et al.
Published: (2025)
by: Teng, Yulin, et al.
Published: (2025)
GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV
by: Talpur, Anum, et al.
Published: (2022)
by: Talpur, Anum, et al.
Published: (2022)
Differentially Private Over-the-Air Federated Learning Over MIMO Fading Channels
by: Liu, Hang, et al.
Published: (2023)
by: Liu, Hang, et al.
Published: (2023)
Golden Ratio Search: A Low-Power Adversarial Attack for Deep Learning based Modulation Classification
by: Sadhukhan, Deepsayan, et al.
Published: (2024)
by: Sadhukhan, Deepsayan, et al.
Published: (2024)
Adaptive Coded Federated Learning: Privacy Preservation and Straggler Mitigation
by: Li, Chengxi, et al.
Published: (2024)
by: Li, Chengxi, et al.
Published: (2024)
Improving Transferability of Network Intrusion Detection in a Federated Learning Setup
by: Ghosh, Shreya, et al.
Published: (2024)
by: Ghosh, Shreya, et al.
Published: (2024)
Federated Low-Rank Adaptation with Differential Privacy over Wireless Networks
by: Kang, Tianqu, et al.
Published: (2024)
by: Kang, Tianqu, et al.
Published: (2024)
Channel State Information Preprocessing for CSI-based Physical-Layer Authentication Using Reconciliation
by: Passah, Atsu Kokuvi Angelo, et al.
Published: (2025)
by: Passah, Atsu Kokuvi Angelo, et al.
Published: (2025)
DCInject: Persistent Backdoor Attacks via Frequency Manipulation in Personal Federated Learning
by: Birhan, Nahom, et al.
Published: (2026)
by: Birhan, Nahom, et al.
Published: (2026)
A Privacy-Preserving Indoor Localization System based on Hierarchical Federated Learning
by: Jan, Masood, et al.
Published: (2025)
by: Jan, Masood, et al.
Published: (2025)
Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification
by: Zhang, Zhibo, et al.
Published: (2023)
by: Zhang, Zhibo, et al.
Published: (2023)
Similar Items
-
Adversarial Attack and Defense for LoRa Device Identification and Authentication via Deep Learning
by: Sagduyu, Yalin E., et al.
Published: (2024) -
A Trustworthy AIoT-enabled Localization System via Federated Learning and Blockchain
by: Wang, Junfei, et al.
Published: (2024) -
Attention-Guided Fusion of 1D and 2D CNNs for Robust ECG-Based Biometric Recognition
by: Arioua, et al.
Published: (2026) -
Spikewhisper: Temporal Spike Backdoor Attacks on Federated Neuromorphic Learning over Low-power Devices
by: Fu, Hanqing, et al.
Published: (2024) -
MobileNetV2: A lightweight classification model for home-based sleep apnea screening
by: Pan, Hui, et al.
Published: (2024)