Browsing by Author "Shu, Tao"

Now showing items 1-9 of 9

Beyond The Accuracy In Deep Learning: Robustness, Privacy and Fairness

Ren, Jiaxiang (2023-11-15) ETD File Embargoed

While Deep Learning (DL) has achieved great success across various domains, its trustworthiness remains a concern. This dissertation delves into threats associated with robustness, privacy, and fairness, offering novel ...

Business Rules Discovery in Web Application through Process Mining

Alkofahi, Hamza (2020-07-20)

Advances in information technologies have allowed businesses to deliver their services to new markets that did not exist before, especially in fields such as e-commerce, healthcare, e-education, and cloud services. Web ...

Collaboration and Competition in Interest-Driven Cyber Ecosystems

Hou, Jing (2021-12-08) ETD File Embargoed

The next-generation cyber ecosystems are characterized by novel distributed paradigms composed of various network entities, such as individuals, devices, and software. The efficiency, scalability, and security of the systems ...

High-Performance SAR-Assisted Hybrid ADC with Time Domain Signal Processing

Su, Zhan (2020-02-19) ETD File Embargoed

This dissertation presents types of basic and advanced ADC architectures and raises a high-performance hybrid ADC solution which achieves comparable performance compared with many state-of-the-art ADC architectures. The ...

Improving Energy Efficiency and Security of DVFS-Enabled Clouds

Mao, Jianzhou (2022-08-02)

Since modern data centers have been significantly scaling up in capacity in past decades, it is demanding to curtail energy consumption of virtual-machine-powered data centers. Cloud computing has radically changed the ...

A Mobile Augmented Reality Assistant via Deep Learning and Lidar for the Visually Impaired and Blind

Xie, Tianshi (2023-04-26) ETD File Embargoed

Visually impaired and blind (VIB) people often face additional difficulties in their daily lives due to their lack of access to visual information, which reduces their quality of life. Due to their vision problems, it is ...

On the Robustness and Privacy of Distributed Machine Learning

Liu, Tian (2022-07-26)

Machine learning has recently gained tremendous interest due to its capabilities in producing predictive models in a wide variety of applications, such as objective detection and recommendation services. Meanwhile, the ...

Physical Layer Approach to Secure Visible Light Communication and Sensing

Chen, Jian (2022-04-15)

Visible Light (VL) is a wireless technology that uses visible light (400 ~ 790 THz) as the medium to transmit information (i.e., visible light communication or VLC) or sense user's activities (i.e., visible light sensing ...

Smart Sensing and Context-Cognitive Networking In and Beyond mmWave Band: Efficiency, Reliability, and Security

Hu, Xueyang (2024-04-12)

The demand for mobile data rates has grown tremendously in recent years, but the current low-frequency spectrum is insufficient to support the rapidly growing demand for data rates. Therefore, the upcoming 5G and future ...