Secure Semantic Communications: From Perspective of Physical Layer Security
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DOI: 10.1109/lcomm.2024.3452715
Abstract: Semantic communications have been envisioned as a potential technique that goes beyond Shannon paradigm. Unlike modern communications that provide bit-level security, the eavesdropping of semantic communications poses a significant risk of potentially exposing intention of… read more here.
Keywords: secure semantic; layer security; physical layer; security ... See more keywords
Secure Semantic Communication via Paired Adversarial Residual Networks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2024.3448474
Abstract: This letter explores the positive side of the adversarial attack for the security-aware semantic communication system. Specifically, a pair of matching pluggable modules is installed: one after the semantic transmitter and the other before the… read more here.
Keywords: via paired; secure semantic; communication via; communication ... See more keywords
Fortifying Secure Semantic Communication: A Next-Generation Defense Framework Against Model Inversion and Adversarial Threats
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DOI: 10.1109/mwc.2500044
Abstract: In semantic communication, model inversion attacks and adversarial attacks pose a major threat to both data privacy and system mission performance. This article adopts an attacker-centric perspective, providing an in-depth analysis of the potential risks… read more here.
Keywords: model inversion; secure semantic; semantic communication; framework ... See more keywords
Secure semantic search using deep learning in a blockchain-assisted multi-user setting
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DOI: 10.1186/s13677-023-00578-5
Abstract: Deep learning-based semantic search (DLSS) aims to bridge the gap between experts and non-experts in search. Experts can create precise queries due to their prior knowledge, while non-experts struggle with specific terms and concepts, making… read more here.
Keywords: deep learning; semantic search; multi user; secure semantic ... See more keywords