[PDF][PDF] A review of speech-centric trustworthy machine learning: Privacy, safety, and fairness

T Feng, R Hebbar, N Mehlman, X Shi… - … on Signal and …, 2023 - nowpublishers.com
Speech-centric machine learning systems have revolutionized a number of leading
industries ranging from transportation and healthcare to education and defense …

Examining the interplay between privacy and fairness for speech processing: A review and perspective

A Leschanowsky, S Das - arXiv preprint arXiv:2408.15391, 2024 - arxiv.org
Speech technology has been increasingly deployed in various areas of daily life including
sensitive domains such as healthcare and law enforcement. For these technologies to be …

Approximate homomorphic encryption based privacy-preserving machine learning: a survey

J Yuan, W Liu, J Shi, Q Li - Artificial Intelligence Review, 2025 - Springer
Abstract Machine Learning (ML) is rapidly advancing, enabling various applications that
improve people's work and daily lives. However, this technical progress brings privacy …

Accelerating Homomorphic Comparison Operations for Thresholding Using an Asymmetric Input Range and Input Scaling

S Kim, W Cho - Proceedings of the Great Lakes Symposium on VLSI …, 2024 - dl.acm.org
In a cyber-physical system (CPS), the interconnection of cyber and physical components
occurs through a network. This structure, particularly cyber components and networks …

HEBGS: Homomorphic Encryption-based Background Subtraction Using a Fast-Converging Numerical Method

J Shyi, S Kim - 2023 IEEE International Symposium on Circuits …, 2023 - ieeexplore.ieee.org
Recent advances in cloud services provide greater computing ability to edge devices on
cyber-physical systems (CPS) and internet of things (IoT) but cause security issues in cloud …

HERFA: A Homomorphic Encryption-Based Root-Finding Algorithm

C Bencini, J Mendola, W He… - IEEE Embedded Systems …, 2024 - ieeexplore.ieee.org
Edge-cloud computing architectures are exposed to significant security challenges.
Although general encryption methods can mitigate some of these concerns, they require …

[引用][C] 高精度可扩展的密态隐私保护语音分类

王雷蕾, 宋考, 张媛媛, 毕仁万, 熊金波 - 计算机科学与探索

[引用][C] PPSC: High-Precision and Scalable Encrypted Privacy-Preserving Speech Classification

W Leilei, S Kao, Z Yuanyuan, BI Renwan, X Jinbo - Journal of Frontiers of Computer Science …