Optimizing Mouse Dynamics for User Authentication by Machine Learning: Addressing Data Sufficiency, Accuracy-Practicality Trade-off, and Model Performance Challenges
Fuente:
arXiv
Guardado en:
| Autores principales: | Wang, Yi, Wu, Chengyv, Liao, Yang, You, Maowei |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Enhancing Accuracy-Privacy Trade-off in Differentially Private Split Learning
por: Pham, Ngoc Duy, et al.
Publicado: (2023)
por: Pham, Ngoc Duy, et al.
Publicado: (2023)
Machine Learning Algorithms In User Authentication Schemes
por: Pryor, Laura, et al.
Publicado: (2021)
por: Pryor, Laura, et al.
Publicado: (2021)
Federated Learning in Genetics: Extended Analysis of Accuracy, Performance and Privacy Trade-offs
por: Hannemann, Anika, et al.
Publicado: (2024)
por: Hannemann, Anika, et al.
Publicado: (2024)
Sentry: Authenticating Machine Learning Artifacts on the Fly
por: Gan, Andrew, et al.
Publicado: (2025)
por: Gan, Andrew, et al.
Publicado: (2025)
Bicoptor 2.0: Addressing Challenges in Probabilistic Truncation for Enhanced Privacy-Preserving Machine Learning
por: Zhou, Lijing, et al.
Publicado: (2023)
por: Zhou, Lijing, et al.
Publicado: (2023)
AQUA-LLM: Evaluating Accuracy, Quantization, and Adversarial Robustness Trade-offs in LLMs for Cybersecurity Question Answering
por: Gungor, Onat, et al.
Publicado: (2025)
por: Gungor, Onat, et al.
Publicado: (2025)
Towards Practical Data-Dependent Memory-Hard Functions with Optimal Sustained Space Trade-offs in the Parallel Random Oracle Model
por: Blocki, Jeremiah, et al.
Publicado: (2025)
por: Blocki, Jeremiah, et al.
Publicado: (2025)
Privacy-Preserving Authentication: Theory vs. Practice
por: Slamanig, Daniel
Publicado: (2025)
por: Slamanig, Daniel
Publicado: (2025)
Synthetic Data: Revisiting the Privacy-Utility Trade-off
por: Sarmin, Fatima Jahan, et al.
Publicado: (2024)
por: Sarmin, Fatima Jahan, et al.
Publicado: (2024)
Fast Authenticated and Interoperable Multimedia Healthcare Data over Hybrid-Storage Blockchains
por: Yang, Jucai, et al.
Publicado: (2025)
por: Yang, Jucai, et al.
Publicado: (2025)
Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning
por: Ahamed, Sayyed Farid, et al.
Publicado: (2024)
por: Ahamed, Sayyed Farid, et al.
Publicado: (2024)
Beyond Gaze Points: Augmenting Eye Movement with Brainwave Data for Multimodal User Authentication in Extended Reality
por: Fallahi, Matin, et al.
Publicado: (2024)
por: Fallahi, Matin, et al.
Publicado: (2024)
A User Centric Group Authentication Scheme for Secure Communication
por: Gerenli, Oylum, et al.
Publicado: (2025)
por: Gerenli, Oylum, et al.
Publicado: (2025)
Privacy-Enhanced Adaptive Authentication: User Profiling with Privacy Guarantees
por: Baseri, Yaser, et al.
Publicado: (2024)
por: Baseri, Yaser, et al.
Publicado: (2024)
Comprehensive Survey: Biometric User Authentication Application, Evaluation, and Discussion
por: Alrawili, Reem, et al.
Publicado: (2023)
por: Alrawili, Reem, et al.
Publicado: (2023)
Harnessing the Speed and Accuracy of Machine Learning to Advance Cybersecurity
por: Mohammed, Khatoon
Publicado: (2023)
por: Mohammed, Khatoon
Publicado: (2023)
Contrastive Learning for Continuous Touch-Based Authentication
por: Qiao, Mengyu, et al.
Publicado: (2025)
por: Qiao, Mengyu, et al.
Publicado: (2025)
Leveraging Machine Learning for Wi-Fi-based Environmental Continuous Two-Factor Authentication
por: AlQahtani, Ali Abdullah S., et al.
Publicado: (2024)
por: AlQahtani, Ali Abdullah S., et al.
Publicado: (2024)
Addressing Weak Authentication like RFID, NFC in EVs and EVCs using AI-powered Adaptive Authentication
por: Okoye, Onyinye
Publicado: (2025)
por: Okoye, Onyinye
Publicado: (2025)
Online Authentication Habits of Indian Users
por: Choudhary, Pratyush, et al.
Publicado: (2025)
por: Choudhary, Pratyush, et al.
Publicado: (2025)
The Privacy-Utility Trade-off in the Topics API
por: Alvim, Mário S., et al.
Publicado: (2024)
por: Alvim, Mário S., et al.
Publicado: (2024)
User-to-PC Authentication Through Confirmation on Mobile Devices: On Usability and Performance
por: Pramendorfer, Andreas, et al.
Publicado: (2025)
por: Pramendorfer, Andreas, et al.
Publicado: (2025)
BlowPrint: Blow-Based Multi-Factor Biometrics for Smartphone User Authentication
por: Halim, Howard, et al.
Publicado: (2025)
por: Halim, Howard, et al.
Publicado: (2025)
Privacy-Utility Trade-off in Data Publication: A Bilevel Optimization Framework with Curvature-Guided Perturbation
por: Yin, Yi, et al.
Publicado: (2025)
por: Yin, Yi, et al.
Publicado: (2025)
Practical Spoofing Attacks on Galileo Open Service Navigation Message Authentication
por: Wang, Haiyang, et al.
Publicado: (2025)
por: Wang, Haiyang, et al.
Publicado: (2025)
Physical Layer Challenge-Response Authentication between Ambient Backscatter Devices
por: Zhang, Yifan, et al.
Publicado: (2025)
por: Zhang, Yifan, et al.
Publicado: (2025)
Evaluating the Influence of Multi-Factor Authentication and Recovery Settings on the Security and Accessibility of User Accounts
por: Büttner, Andre, et al.
Publicado: (2024)
por: Büttner, Andre, et al.
Publicado: (2024)
LOCKEY: A Novel Approach to Model Authentication and Deepfake Tracking
por: Singh, Mayank Kumar, et al.
Publicado: (2024)
por: Singh, Mayank Kumar, et al.
Publicado: (2024)
Lattice-Based Dynamic $k$-Times Anonymous Authentication with Attribute-Based Credentials
por: Song, Junjie, et al.
Publicado: (2025)
por: Song, Junjie, et al.
Publicado: (2025)
ChaRVoC: A Challenge-Response Voice Cancelable Authentication System
por: Vo-Hoang, Phuc-Khang, et al.
Publicado: (2026)
por: Vo-Hoang, Phuc-Khang, et al.
Publicado: (2026)
Empirical Evaluation of SMOTE in Android Malware Detection with Machine Learning: Challenges and Performance in CICMalDroid 2020
por: Duarte, Diego Ferreira, et al.
Publicado: (2026)
por: Duarte, Diego Ferreira, et al.
Publicado: (2026)
Advancing Practical Homomorphic Encryption for Federated Learning: Theoretical Guarantees and Efficiency Optimizations
por: Huang, Ren-Yi, et al.
Publicado: (2025)
por: Huang, Ren-Yi, et al.
Publicado: (2025)
Identifying and Quantifying Trade-offs in Multi-Stakeholder Risk Evaluation with Applications to the Data Protection Impact Assessment of the GDPR
por: Mollaeefar, Majid, et al.
Publicado: (2022)
por: Mollaeefar, Majid, et al.
Publicado: (2022)
Authenticated Private Set Intersection: A Merkle Tree-Based Approach for Enhancing Data Integrity
por: Gong, Zixian, et al.
Publicado: (2025)
por: Gong, Zixian, et al.
Publicado: (2025)
A Survey On Secure Machine Learning
por: Liao, Taobo, et al.
Publicado: (2025)
por: Liao, Taobo, et al.
Publicado: (2025)
QUIC-Exfil: Exploiting QUIC's Server Preferred Address Feature to Perform Data Exfiltration Attacks
por: Grübl, Thomas, et al.
Publicado: (2025)
por: Grübl, Thomas, et al.
Publicado: (2025)
The Emperor is Now Clothed: A Secure Governance Framework for Web User Authentication through Password Managers
por: Cherry, Ali, et al.
Publicado: (2024)
por: Cherry, Ali, et al.
Publicado: (2024)
Guaranteeing Data Privacy in Federated Unlearning with Dynamic User Participation
por: Liu, Ziyao, et al.
Publicado: (2024)
por: Liu, Ziyao, et al.
Publicado: (2024)
Secure and Privacy-Preserving Authentication for Data Subject Rights Enforcement
por: Hansen, Malte, et al.
Publicado: (2024)
por: Hansen, Malte, et al.
Publicado: (2024)
Securing Voice Authentication Applications Against Targeted Data Poisoning
por: Mohammadi, Alireza, et al.
Publicado: (2024)
por: Mohammadi, Alireza, et al.
Publicado: (2024)
Ejemplares similares
-
Enhancing Accuracy-Privacy Trade-off in Differentially Private Split Learning
por: Pham, Ngoc Duy, et al.
Publicado: (2023) -
Machine Learning Algorithms In User Authentication Schemes
por: Pryor, Laura, et al.
Publicado: (2021) -
Federated Learning in Genetics: Extended Analysis of Accuracy, Performance and Privacy Trade-offs
por: Hannemann, Anika, et al.
Publicado: (2024) -
Sentry: Authenticating Machine Learning Artifacts on the Fly
por: Gan, Andrew, et al.
Publicado: (2025) -
Bicoptor 2.0: Addressing Challenges in Probabilistic Truncation for Enhanced Privacy-Preserving Machine Learning
por: Zhou, Lijing, et al.
Publicado: (2023)