Federated Low-Rank Adaptation with Differential Privacy over Wireless Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Kang, Tianqu, Wang, Zixin, He, Hengtao, Zhang, Jun, Song, Shenghui, Letaief, Khaled B. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective
by: Kang, Tianqu, et al.
Published: (2024)
by: Kang, Tianqu, et al.
Published: (2024)
Multimodal Mixture-of-Experts for ISAC in Low-Altitude Wireless Networks
by: Zhang, Kai, et al.
Published: (2025)
by: Zhang, Kai, et al.
Published: (2025)
Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data
by: Agrawal, Vikhyat, et al.
Published: (2024)
by: Agrawal, Vikhyat, et al.
Published: (2024)
Intellicise Wireless Networks Meet Agentic AI: A Security and Privacy Perspective
by: Meng, Rui, et al.
Published: (2026)
by: Meng, Rui, et al.
Published: (2026)
Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks
by: Zhang, Kai, et al.
Published: (2025)
by: Zhang, Kai, et al.
Published: (2025)
Low-Complexity CSI Feedback for FDD Massive MIMO Systems via Learning to Optimize
by: Ma, Yifan, et al.
Published: (2024)
by: Ma, Yifan, 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)
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)
Differential Privacy of Network Parameters from a System Identification Perspective
by: Campbell, Andrew, et al.
Published: (2025)
by: Campbell, Andrew, et al.
Published: (2025)
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)
An Inversion Theorem for Buffered Linear Toeplitz (BLT) Matrices and Applications to Streaming Differential Privacy
by: McMahan, H. Brendan, et al.
Published: (2025)
by: McMahan, H. Brendan, et al.
Published: (2025)
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)
Secure Intellicise Wireless Network: Agentic AI for Coverless Semantic Steganography Communication
by: Meng, Rui, et al.
Published: (2026)
by: Meng, Rui, et al.
Published: (2026)
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)
FedSC: Provable Federated Self-supervised Learning with Spectral Contrastive Objective over Non-i.i.d. Data
by: Jing, Shusen, et al.
Published: (2024)
by: Jing, Shusen, et al.
Published: (2024)
Tackling Distribution Shifts in Task-Oriented Communication with Information Bottleneck
by: Li, Hongru, et al.
Published: (2024)
by: Li, Hongru, et al.
Published: (2024)
Trustworthy Federated Learning via Blockchain
by: Yang, Zhanpeng, et al.
Published: (2022)
by: Yang, Zhanpeng, et al.
Published: (2022)
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)
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)
Model Forensics in AI-Native Wireless Networks: Taxonomy, Applications, and Case Study
by: Chen, Pengyu, et al.
Published: (2026)
by: Chen, Pengyu, et al.
Published: (2026)
Differential Privacy with Higher Utility by Exploiting Coordinate-wise Disparity: Laplace Mechanism Can Beat Gaussian in High Dimensions
by: Muthukrishnan, Gokularam, et al.
Published: (2023)
by: Muthukrishnan, Gokularam, 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)
C-AAE: Compressively Anonymizing Autoencoders for Privacy-Preserving Activity Recognition in Healthcare Sensor Streams
by: Fujimoto, Ryusei, et al.
Published: (2025)
by: Fujimoto, Ryusei, et al.
Published: (2025)
mmKey: Channel-Aware Beam Shaping for Reliable Key Generation in mmWave Wireless Networks
by: Mollahosseini, Poorya, et al.
Published: (2025)
by: Mollahosseini, Poorya, et al.
Published: (2025)
On the Optimal Number of Grids for Differentially Private Non-Interactive $K$-Means Clustering
by: Muthukrishnan, Gokularam, et al.
Published: (2026)
by: Muthukrishnan, Gokularam, et al.
Published: (2026)
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)
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)
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)
Adversarial Robustness of Distilled and Pruned Deep Learning-based Wireless Classifiers
by: Baishya, Nayan Moni, et al.
Published: (2024)
by: Baishya, Nayan Moni, et al.
Published: (2024)
Joint Beamforming and Antenna Position Optimization for Fluid Antenna-Assisted MU-MIMO Networks
by: Liao, Tianyi, et al.
Published: (2025)
by: Liao, Tianyi, et al.
Published: (2025)
Conflict-Aware Robust Design for Covert Wireless Communications
by: Arghavani, Abbas
Published: (2026)
by: Arghavani, Abbas
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)
Budget Recycling Differential Privacy
by: Jiang, Bo, et al.
Published: (2024)
by: Jiang, Bo, et al.
Published: (2024)
Multimodal Deep Learning-Empowered Beam Prediction in Future THz ISAC Systems
by: Zhang, Kai, et al.
Published: (2025)
by: Zhang, Kai, et al.
Published: (2025)
PrivyWave: Privacy-Aware Wireless Sensing of Heartbeat
by: Gao, Yixuan, et al.
Published: (2025)
by: Gao, Yixuan, et al.
Published: (2025)
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)
RIS-Assisted Wireless Link Signatures for Specific Emitter Identification
by: Gao, Ning, et al.
Published: (2023)
by: Gao, Ning, et al.
Published: (2023)
VoltSchemer: Use Voltage Noise to Manipulate Your Wireless Charger
by: Zhan, Zihao, et al.
Published: (2024)
by: Zhan, Zihao, 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)
Benchmarking Dataset for Presence-Only Passive Reconnaissance in Wireless Smart-Grid Communications
by: Agha, Bochra Al, et al.
Published: (2026)
by: Agha, Bochra Al, et al.
Published: (2026)
Similar Items
-
The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective
by: Kang, Tianqu, et al.
Published: (2024) -
Multimodal Mixture-of-Experts for ISAC in Low-Altitude Wireless Networks
by: Zhang, Kai, et al.
Published: (2025) -
Federated Learning and Differential Privacy Techniques on Multi-hospital Population-scale Electrocardiogram Data
by: Agrawal, Vikhyat, et al.
Published: (2024) -
Intellicise Wireless Networks Meet Agentic AI: A Security and Privacy Perspective
by: Meng, Rui, et al.
Published: (2026) -
Communication-Efficient Distributed On-Device LLM Inference Over Wireless Networks
by: Zhang, Kai, et al.
Published: (2025)