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of 32
pro vyhledávání: '"Tourani, Reza"'
The increasing prominence of deep learning applications and reliance on personalized data underscore the urgent need to address privacy vulnerabilities, particularly Membership Inference Attacks (MIAs). Despite numerous MIA studies, significant knowl
Externí odkaz:
http://arxiv.org/abs/2407.01306
With the continued advancement and widespread adoption of machine learning (ML) models across various domains, ensuring user privacy and data security has become a paramount concern. In compliance with data privacy regulations, such as GDPR, a secure
Externí odkaz:
http://arxiv.org/abs/2407.00866
The growing popularity of Machine Learning (ML) has led to its deployment in various sensitive domains, which has resulted in significant research focused on ML security and privacy. However, in some applications, such as Augmented/Virtual Reality, i
Externí odkaz:
http://arxiv.org/abs/2304.00083
Named-Data Networking (NDN), a prominent realization of the Information-Centric Networking (ICN) vision, offers a request-response communication model where data is identified based on application-defined names at the network layer. This amplifies th
Externí odkaz:
http://arxiv.org/abs/2201.06050
The onboarding of IoT devices by authorized users constitutes both a challenge and a necessity in a world, where the number of IoT devices and the tampering attacks against them continuously increase. Commonly used onboarding techniques today include
Externí odkaz:
http://arxiv.org/abs/2010.10334
Autor:
Tourani, Reza, Srikanteswara, Srikathyayani, Misra, Satyajayant, Chow, Richard, Yang, Lily, Liu, Xiruo, Zhang, Yi
The needs of emerging applications, such as augmented and virtual reality, federated machine learning, and autonomous driving, have motivated edge computing--the push of computation capabilities to the edge. Various edge computing architectures have
Externí odkaz:
http://arxiv.org/abs/2007.00641
Recent literature suggests that the Internet of Things (IoT) scales much better in an Information-Centric Networking (ICN) model instead of the current host-centric Internet Protocol (IP) model. In particular, the Named Data Networking (NDN) project
Externí odkaz:
http://arxiv.org/abs/1703.08453
Information-Centric Networking (ICN) is a new networking paradigm, which replaces the widely used host-centric networking paradigm in communication networks (e.g., Internet, mobile ad hoc networks) with an information-centric paradigm, which prioriti
Externí odkaz:
http://arxiv.org/abs/1603.03409
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