Imagen de Portada

Towards Trustworthy Wi-Fi CSI-based Sensing: Systematic Evaluation of Adversarial Robustness

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Gopalakrishnan, Shreevanth Krishnaa, Hailes, Stephen
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

RSCNet: Dynamic CSI Compression for Cloud-based WiFi Sensing
por: Barahimi, Borna, et al.
Publicado: (2024)

Multi-Station WiFi CSI Sensing Framework Robust to Station-wise Feature Missingness and Limited Labeled Data
por: Kayano, Keita, et al.
Publicado: (2026)

UniFi: Combining Irregularly Sampled CSI from Diverse Communication Packets and Frequency Bands for Wi-Fi Sensing
por: Dong, Gaofeng, et al.
Publicado: (2025)

A CSI Dataset for Wireless Human Sensing on 80 MHz Wi-Fi Channels
por: Meneghello, Francesca, et al.
Publicado: (2023)

FedAPA: Federated Learning with Adaptive Prototype Aggregation Toward Heterogeneous Wi-Fi CSI-based Crowd Counting
por: Guo, Jingtao, et al.
Publicado: (2025)

Hybrid Deep Learning Framework for CSI-Based Activity Recognition in Bandwidth-Constrained Wi-Fi Sensing
por: Fernandes, Alison M., et al.
Publicado: (2026)

Transformer-Based Person Identification via Wi-Fi CSI Amplitude and Phase Perturbations
por: Avola, Danilo, et al.
Publicado: (2025)

RSSI-Assisted CSI-Based Passenger Counting with Multiple Wi-Fi Receivers
por: Guo, Jingtao, et al.
Publicado: (2024)

Data Augmentation Techniques for Cross-Domain WiFi CSI-based Human Activity Recognition
por: Strohmayer, Julian, et al.
Publicado: (2024)

Reconstructing Depth Images of Moving Objects from Wi-Fi CSI Data
por: Cao, Guanyu, et al.
Publicado: (2025)

Evaluating BiLSTM and CNN+GRU Approaches for Human Activity Recognition Using WiFi CSI Data
por: Wakili, Almustapha A., et al.
Publicado: (2025)

Spatio-Temporal 3D Point Clouds from WiFi-CSI Data via Transformer Networks
por: Määttä, Tuomas, et al.
Publicado: (2024)

ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking
por: Li, Rong, et al.
Publicado: (2025)

SoK: Security Evaluation of Wi-Fi CSI Biometrics: Attacks, Metrics, and Open Challenges
por: Braga, Gioliano de Oliveira, et al.
Publicado: (2025)

ARC-Fi: Exploiting Antenna Spatial Diversity for Label-Efficient Domain Generalization in Wi-Fi Sensing
por: Xu, Ke, et al.
Publicado: (2023)

Learning-Based WiFi Fingerprint Inpainting via Generative Adversarial Networks
por: Chan, Yu, et al.
Publicado: (2024)

WiFi CSI Based Temporal Activity Detection via Dual Pyramid Network
por: Liu, Zhendong, et al.
Publicado: (2024)

WiFi-TCN: Temporal Convolution for Human Interaction Recognition based on WiFi signal
por: Lin, Chih-Yang, et al.
Publicado: (2023)

WiFlexFormer: Efficient WiFi-Based Person-Centric Sensing
por: Strohmayer, Julian, et al.
Publicado: (2024)

ProFi-Net: Prototype-based Feature Attention with Curriculum Augmentation for WiFi-based Gesture Recognition
por: Cui, Zhe, et al.
Publicado: (2025)

Beyond Physical Labels: Redefining Domains for Robust WiFi-based Gesture Recognition
por: Zhang, Xiang, et al.
Publicado: (2026)

(Weighted) Adaptive Radius Near Neighbor Search: Evaluation for WiFi Fingerprint-based Positioning
por: Le, Khang, et al.
Publicado: (2026)

ReinWiFi: Application-Layer QoS Optimization of WiFi Networks with Reinforcement Learning
por: Li, Qianren, et al.
Publicado: (2024)

Mutual Information Preserving Neural Network Pruning
por: Westphal, Charles, et al.
Publicado: (2024)

Tree Search in DAG Space with Model-based Reinforcement Learning for Causal Discovery
por: Darvariu, Victor-Alexandru, et al.
Publicado: (2023)

Context-Aware Predictive Coding: A Representation Learning Framework for WiFi Sensing
por: Barahimi, B., et al.
Publicado: (2024)

From User Recognition to Activity Counting: An Identity-Agnostic Approach to Multi-User WiFi Sensing
por: Bayik, Kemal, et al.
Publicado: (2026)

Cross-Modal Generation: From Commodity WiFi to High-Fidelity mmWave and RFID Sensing
por: Yang, Zhixiong, et al.
Publicado: (2026)

HandPass: A Wi-Fi CSI Palm Authentication Approach for Access Control
por: Trindade, Eduardo Fabricio Gomes, et al.
Publicado: (2025)

Digital Shielding for Cross-Domain Wi-Fi Signal Adaptation using Relativistic Average Generative Adversarial Network
por: Avola, Danilo, et al.
Publicado: (2025)

STAR: A Privacy-Preserving, Energy-Efficient Edge AI Framework for Human Activity Recognition via Wi-Fi CSI in Mobile and Pervasive Computing Environments
por: Liu, Kexing
Publicado: (2025)

CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network
por: Zhao, Zijian, et al.
Publicado: (2024)

MU-SHOT-Fi: Self-Supervised Multi-User Wi-Fi Sensing with Source-free Unsupervised Domain Adaptation
por: Radwan, Ahmed Y., et al.
Publicado: (2026)

Dynamic Accuracy Estimation in a Wi-Fi-based Positioning System
por: Kolakowski, Marcin, et al.
Publicado: (2026)

A Generalized Information Bottleneck Theory of Deep Learning
por: Westphal, Charles, et al.
Publicado: (2025)

Feature Selection for Network Intrusion Detection
por: Westphal, Charles, et al.
Publicado: (2024)

Meta-SimGNN: Adaptive and Robust WiFi Localization Across Dynamic Configurations and Diverse Scenarios
por: Xiao, Qiqi, et al.
Publicado: (2025)

RFBoost: Understanding and Boosting Deep WiFi Sensing via Physical Data Augmentation
por: Hou, Weiying, et al.
Publicado: (2024)

Mean Teacher based SSL Framework for Indoor Localization Using Wi-Fi RSSI Fingerprinting
por: Li, Sihao, et al.
Publicado: (2024)

AMAR: Lightweight Attention-Based Multi-User Activity Recognition from Wi-Fi CSI
por: Mohammadi, Amirhossein, et al.
Publicado: (2026)