Deep learning for time-series prediction in IIoT: progress, challenges, and prospects
Time-series prediction plays a crucial role in the Industrial Internet of Things (IIoT) to enable
intelligent process control, analysis, and management, such as complex equipment …
intelligent process control, analysis, and management, such as complex equipment …
A Comprehensive Survey on Collaborative Data-access Enablers in the IIoT
The scope of the Industrial Internet of Things (IIoT) has stretched beyond manufacturing to
include energy, healthcare, transportation, and all that tomorrow's smart cities will entail. The …
include energy, healthcare, transportation, and all that tomorrow's smart cities will entail. The …
Deep generative model and its applications in efficient wireless network management: A tutorial and case study
With the phenomenal success of diffusion models and ChatGPT, deep generation models
(DGMs) have been experiencing explosive growth. Not limited to content generation, DGMs …
(DGMs) have been experiencing explosive growth. Not limited to content generation, DGMs …
Bagm: A backdoor attack for manipulating text-to-image generative models
The rise in popularity of text-to-image generative artificial intelligence (AI) has attracted
widespread public interest. We demonstrate that this technology can be attacked to generate …
widespread public interest. We demonstrate that this technology can be attacked to generate …
Generative ai for physical layer communications: A survey
The recent evolution of generative artificial intelligence (GAI) leads to the emergence of
groundbreaking applications such as ChatGPT, which not only enhances the efficiency of …
groundbreaking applications such as ChatGPT, which not only enhances the efficiency of …
Privacy and Security Concerns in Generative AI: A Comprehensive Survey
Generative Artificial Intelligence (GAI) has sparked a transformative wave across various
domains, including machine learning, healthcare, business, and entertainment, owing to its …
domains, including machine learning, healthcare, business, and entertainment, owing to its …
[HTML][HTML] Anomaly classification in industrial Internet of things: A review
The fourth industrial revolution (Industry 4.0) has the potential to provide real-time, secure,
and autonomous manufacturing environments. The Industrial Internet of Things (IIoT) is a …
and autonomous manufacturing environments. The Industrial Internet of Things (IIoT) is a …
Spear or shield: Leveraging generative AI to tackle security threats of intelligent network services
Generative AI (GAI) models have been rapidly advancing, with a wide range of applications
including intelligent networks and mobile AI-generated content (AIGC) services. Despite …
including intelligent networks and mobile AI-generated content (AIGC) services. Despite …
Deep Generative Models for Synthetic Sequential Data: A Survey
P Eigenschink, T Reutterer, S Vamosi, R Vamosi… - IEEE …, 2023 - ieeexplore.ieee.org
A growing interest in synthetic data has stimulated the development and advancement of a
large variety of deep generative models for a wide range of applications. However, as this …
large variety of deep generative models for a wide range of applications. However, as this …
Automated manufacturability analysis and machining process selection using deep generative model and Siamese neural networks
Industry 4.0 calls for highly autonomous manufacturing process planning. Significant effort
has been devoted over the years to generative Computer Aided Process Planning (CAPP) …
has been devoted over the years to generative Computer Aided Process Planning (CAPP) …