Task-Oriented Communications for NextG: End-to-End Deep Learning and AI
Security Aspects

Task-Oriented Communications for NextG: End-to-End Deep Learning and AI Security Aspects

19 December 2022

Papers citing "Task-Oriented Communications for NextG: End-to-End Deep Learning and AI Security Aspects"

15 / 15 papers shown

Title
Efficient Semantic Communication Through Transformer-Aided Compression Matin Mortaheb M. A. Khojastepour S. Ulukus 76 0 0 02 Dec 2024
Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning Y. Sagduyu T. Erpek Aylin Yener S. Ulukus 34 0 0 15 Nov 2024
Enhanced Real-Time Threat Detection in 5G Networks: A Self-Attention RNN Autoencoder Approach for Spectral Intrusion Analysis M. Kouchaki Minglong Zhang Aly Sabri Abdalla Guangchen Lan Christopher G. Brinton Vuk Marojevic 21 0 0 05 Nov 2024
Resource Allocation and Workload Scheduling for Large-Scale Distributed Deep Learning: A Survey Feng Liang Zhen Zhang Haifeng Lu Chengming Li Victor C. M. Leung Yanyi Guo Xiping Hu 45 3 0 12 Jun 2024
Transformer-Aided Semantic Communications Matin Mortaheb Erciyes Karakaya M. A. Khojastepour S. Ulukus 19 2 0 02 May 2024
Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey Feng Liang Zhen Zhang Haifeng Lu Victor C. M. Leung Yanyi Guo Xiping Hu GNN 37 6 0 09 Apr 2024
Will 6G be Semantic Communications? Opportunities and Challenges from Task Oriented and Secure Communications to Integrated Sensing Y. Sagduyu T. Erpek Aylin Yener S. Ulukus AAML 22 7 0 03 Jan 2024
Joint Sensing and Task-Oriented Communications with Image and Wireless Data Modalities for Dynamic Spectrum Access Y. Sagduyu T. Erpek Aylin Yener S. Ulukus 33 3 0 21 Dec 2023
Joint Sensing and Semantic Communications with Multi-Task Deep Learning Y. Sagduyu T. Erpek Aylin Yener S. Ulukus 23 10 0 08 Nov 2023
Edge AI Empowered Physical Layer Security for 6G NTN: Potential Threats and Future Opportunities Hong-Fu Chou Sourabh Solanki Vu Nguyen Ha Lin Chen Sean Longyu Ma H. Al-Hraishawi G. Eappen Symeon Chatzinotas 29 1 0 03 Oct 2023
Multi-Receiver Task-Oriented Communications via Multi-Task Deep Learning Y. Sagduyu T. Erpek Aylin Yener S. Ulukus 28 13 0 14 Aug 2023
Age of Information in Deep Learning-Driven Task-Oriented Communications Y. Sagduyu S. Ulukus Aylin Yener 26 9 0 11 Jan 2023
Vulnerabilities of Deep Learning-Driven Semantic Communications to Backdoor (Trojan) Attacks Y. Sagduyu T. Erpek S. Ulukus Aylin Yener AAML 38 11 0 21 Dec 2022
Learning Task-Oriented Communication for Edge Inference: An Information Bottleneck Approach Jiawei Shao Yuyi Mao Jun Zhang 47 212 0 08 Feb 2021
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,172 0 02 Feb 2017