Zobrazeno 1 - 10
of 5 063
pro vyhledávání: '"Edge device"'
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-11 (2024)
Abstract Implicit poisoning in federated learning is a significant threat, with malicious nodes subtly altering gradient parameters each round, making detection difficult. This study investigates this problem, revealing that temporal analysis alone s
Externí odkaz:
https://doaj.org/article/c8ae173797a04da093e5916ed91f94e1
Collaborative security assessment of cloud-edge-device distributed systems based on order parameters
Publikováno v:
网络与信息安全学报, Vol 10, Iss 3, Pp 38-51 (2024)
Distributed computing systems based on cloud-edge-device have been successfully serving thousands of applications and have become mainstream, characterized by a wide audience, high user experience requirements, and high security expectations. However
Externí odkaz:
https://doaj.org/article/769dda6cf8ce4a3282921393c177dcbc
Publikováno v:
IEEE Access, Vol 12, Pp 122671-122683 (2024)
Artificial intelligence (AI) technologies such as image recognition, classification, and generative AI are constantly evolving rapidly. Many of these techniques operate in high-performance computing environments because they use complex architectural
Externí odkaz:
https://doaj.org/article/7b67f90b339247dda241306b1f4da8ea
Publikováno v:
IEEE Access, Vol 12, Pp 71853-71865 (2024)
While computer vision and computing technology advances have facilitated advanced driver assistance applications, systems with multi-task design remain highly demanding to operate at high speed on resource-constrained devices. Our study addresses thi
Externí odkaz:
https://doaj.org/article/977de71d7a0b4ecbbdd083d1ccd6f8d8
Publikováno v:
Journal of Agriculture and Food Research, Vol 18, Iss , Pp 101331- (2024)
Traditional weed management often involves blanket herbicide spraying, resulting in substantial herbicide wastage, environmental concerns, and herbicide resistant issues. Smart spraying systems utilizing robotics and sensors technologies can minimize
Externí odkaz:
https://doaj.org/article/4ef11f36bbdd4cd9b4129b456c7e0f22
Publikováno v:
Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Vol 12, Iss 1 (2024)
Advancements in technology has accelerated the evolution of bone age assessment (BAA) methodologies, one of which is deep learning algorithms, which overcome the drawbacks of conventional approaches. In spite of excellent effectiveness of deep neural
Externí odkaz:
https://doaj.org/article/1647102345554bd180826b55703bd91f
Publikováno v:
Journal of Edge Computing, Vol 3, Iss 1 (2024)
The 4th Edge Computing Workshop (doors 2024) held in Zhytomyr, Ukraine, aimed to bring together researchers to share advances and applications in edge computing, a critical technology for enabling the Internet of Things and analytics close to data so
Externí odkaz:
https://doaj.org/article/7ca16c56885c4ed8900d5c3390e96de8
Autor:
Musa Dima Genemo
Publikováno v:
Indonesian Journal of Data and Science, Vol 5, Iss 1 (2024)
In deep learning, acquiring sufficient data is crucial for making informed decisions. However, due to concerns regarding security and privacy, obtaining enough data for training models in the era of deep learning is challenging. There is a growing ne
Externí odkaz:
https://doaj.org/article/dcee2c68e68f4da19908fdbf32e8b48d
Autor:
Gasim Alandjani
Publikováno v:
Applied Sciences, Vol 14, Iss 11, p 4645 (2024)
Detecting malware is a crucial defense mechanism against potential cyber-attacks. However, current methods illustrate significant limitations in achieving high performance while maintaining faster inference on edge devices. This study proposes a nove
Externí odkaz:
https://doaj.org/article/89a5e0640a764d2c945fa3c032fabbdf
Autor:
Afsana Mou, Mariofanna Milanova
Publikováno v:
Sci, Vol 6, Iss 2, p 21 (2024)
Audio classification using deep learning models, which is essential for applications like voice assistants and music analysis, faces challenges when deployed on edge devices due to their limited computational resources and memory. Achieving a balance
Externí odkaz:
https://doaj.org/article/dcd27f67499843e09daedd346fbc376a