VENENA Framework Enhances Security in Wireless Communication
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🔒✨ VENENA: A New Framework for Securing Wireless Semantic Communication. The VENENA framework introduces an innovative approach to enhance security in wireless communications, particularly as networks transition to Sixth Generation (6G) technology. By integrating physical layer deception (PLD), visual encryption, and image poisoning, VENENA aims to actively mislead eavesdroppers while ensuring the secure transmission of semantic information. This AI-enabled mechanism utilizes advanced vision transformers and semantic codecs, addressing the limitations of previous studies that focused primarily on theoretical aspects. The development of VENENA represents a significant step towards achieving robust semantic security in future wireless networks, highlighting the importance of combining physical layer techniques with artificial intelligence.
