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Recognizing the vulnerability of HyWBAN to sophisticated cyber-attacks, we propose an innovative combination of semantic communications and jamming receivers. This dual-layered security mechanism protects against unauthorized access and data breaches, particularly in scenarios involving in-body to on-body communication channels. We conduct comprehensive laboratory measurements to understand hybrid (radio and optical) communication propagation through biological tissues. We utilize these insights to refine a dataset for training a Deep Learning (DL) model. These models, in turn, generate semantic concepts linked to cryptographic keys for enhanced data confidentiality and integrity using a jamming receiver. The proposed model significantly reduces energy consumption compared to traditional cryptographic methods, like Elliptic Curve Diffie-Hellman (ECDH), especially when supplemented with jamming. Our approach addresses the primary security concerns and sets the baseline for future secure biomedical communication systems advancements.<\/jats:p>","DOI":"10.1007\/978-3-031-59091-7_24","type":"book-chapter","created":{"date-parts":[[2024,5,4]],"date-time":"2024-05-04T18:01:59Z","timestamp":1714845719000},"page":"369-387","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Securing Hybrid Wireless Body Area Networks (HyWBAN): Advancements in\u00a0Semantic Communications and\u00a0Jamming Techniques"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1024-9470","authenticated-orcid":false,"given":"Simone","family":"Soderi","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4691-7570","authenticated-orcid":false,"given":"Mariella","family":"S\u00e4rest\u00f6niemi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5258-5149","authenticated-orcid":false,"given":"Syifaul","family":"Fuada","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6115-5255","authenticated-orcid":false,"given":"Matti","family":"H\u00e4m\u00e4l\u00e4inen","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9901-5023","authenticated-orcid":false,"given":"Marcos","family":"Katz","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6420-1547","authenticated-orcid":false,"given":"Jari","family":"Iinatti","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,5,5]]},"reference":[{"key":"24_CR1","doi-asserted-by":"crossref","unstructured":"Batista, E., Lopez-Aguilar, P., Solanas, A.: Smart health in the 6G Era: bringing security to future smart health services. 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