With the advances in machine learning (ML) and deep learning (DL) techniques, and the potency of cloud computing in offering services efficiently and cost-effectively, Machine Learning as a Service (MLaaS) cloud platforms have become popular. In addition, there is increasing adoption of third-party cloud services for outsourcing training of DL models, which requires substantial costly computational resources (e.g., high-performance graphics processing units (GPUs)). Such widespread usage of cloud-hosted ML/DL services opens a wide range of attack surfaces for adversaries to exploit the ML/DL system to achieve malicious goals. In this article, we conduct a systematic evaluation of literature of cloud-hosted ML/DL models along both the import...
With the ever-growing data and the need for developing powerful machine learning models, data owners...
Contemporary datasets are rapidly growing in size and complexity. This wealth of data is providing a...
An extensive investigative survey on Cloud Computing with the main focus on gaps that is slowing dow...
With the advances in machine learning (ML) and deep learning (DL) techniques, and the potency of clo...
Cloud Computing (CC) is revolutionizing the way IT resources are delivered to users, allowing them t...
A computer paradigm known as ”cloud computing” offers end users on-demand, scalable, and measurable ...
In this thesis, the security challenges of cloud computing are investigated in the Infrastructure as...
Abstract: Many different checks, rules, processes, and technologies work together to keep cloud-base...
Cloud computing has gained significant popularity due to its reliability and scalability, making it ...
A data contribution in the cloud is a strategy to permit clients to promisingly give a correction of...
Nowadays, we are more and more reliant on Deep Learning (DL) models and thus it is essential to safe...
Cloud computing is gaining significant attention, however, security is the biggest hurdle in its wid...
Cloud computing is gaining significant attention, however, security is the biggest hurdle in its wid...
Cloud computing has sweeping impact on the human productivity. Today it’s used for Computing, Storag...
Thesis (Ph.D.)--University of Washington, 2019Deep neural networks have achieved remarkable success ...
With the ever-growing data and the need for developing powerful machine learning models, data owners...
Contemporary datasets are rapidly growing in size and complexity. This wealth of data is providing a...
An extensive investigative survey on Cloud Computing with the main focus on gaps that is slowing dow...
With the advances in machine learning (ML) and deep learning (DL) techniques, and the potency of clo...
Cloud Computing (CC) is revolutionizing the way IT resources are delivered to users, allowing them t...
A computer paradigm known as ”cloud computing” offers end users on-demand, scalable, and measurable ...
In this thesis, the security challenges of cloud computing are investigated in the Infrastructure as...
Abstract: Many different checks, rules, processes, and technologies work together to keep cloud-base...
Cloud computing has gained significant popularity due to its reliability and scalability, making it ...
A data contribution in the cloud is a strategy to permit clients to promisingly give a correction of...
Nowadays, we are more and more reliant on Deep Learning (DL) models and thus it is essential to safe...
Cloud computing is gaining significant attention, however, security is the biggest hurdle in its wid...
Cloud computing is gaining significant attention, however, security is the biggest hurdle in its wid...
Cloud computing has sweeping impact on the human productivity. Today it’s used for Computing, Storag...
Thesis (Ph.D.)--University of Washington, 2019Deep neural networks have achieved remarkable success ...
With the ever-growing data and the need for developing powerful machine learning models, data owners...
Contemporary datasets are rapidly growing in size and complexity. This wealth of data is providing a...
An extensive investigative survey on Cloud Computing with the main focus on gaps that is slowing dow...