Security risks and countermeasures of adversarial attacks on AI-driven applications in 6G networks: A survey

VT Hoang, YA Ergu, VL Nguyen, RG Chang - Journal of Network and …, 2024 - Elsevier
The advent of sixth-generation (6G) networks is expected to start a new era in mobile
networks, characterized by unprecedented high demands on dense connectivity, ultra …

Semantic revolution from communications to orchestration for 6g: Challenges, enablers, and research directions

M Shokrnezhad, H Mazandarani, T Taleb… - IEEE …, 2024 - ieeexplore.ieee.org
In the context of emerging 6G services, the realization of everything-to-everything
interactions involving a myriad of physical and digital entities presents a crucial challenge …

Wireless point cloud transmission

C Bian, Y Shao, D Gündüz - 2024 IEEE 25th International …, 2024 - ieeexplore.ieee.org
3D point cloud is a three-dimensional data format generated by LiDARs and depth sensors,
and is being increasingly used in a large variety of applications. This paper presents a novel …

Conditional computation in neural networks: Principles and research trends

S Scardapane, A Baiocchi, A Devoto… - Intelligenza …, 2024 - journals.sagepub.com
This article summarizes principles and ideas from the emerging area of applying conditional
computation methods to the design of neural networks. In particular, we focus on neural …

Semantic communication enhanced by knowledge graph representation learning

N Hello, P Di Lorenzo, EC Strinati - 2024 IEEE 25th …, 2024 - ieeexplore.ieee.org
This paper investigates the advantages of representing and processing semantic knowledge
extracted into graphs within the emerging paradigm of semantic communications. The …

Soft partitioning of latent space for semantic channel equalization

T Hüttebräucker, M Sana… - 2024 19th International …, 2024 - ieeexplore.ieee.org
Semantic channel equalization has emerged as a solution to address language mismatch in
multi-user semantic communications. This approach aims to align the latent spaces of an …

BmmW: A DNN-based joint BLE and mmWave radar system for accurate 3D localization with goal-oriented communication

P Li, J Singh, H Cui, CA Boano - Pervasive and Mobile Computing, 2024 - Elsevier
Abstract Bluetooth Low Energy (BLE) has emerged as one of the reference technologies for
the development of indoor localization systems, due to its increasing ubiquity, low-cost …

Quantum Semantic Communications for Graph-Based Models

N Nunavath, MI Habibie, EC Strinati… - 2024 IEEE 25th …, 2024 - ieeexplore.ieee.org
This paper delves into the integration of quantum technologies with semantic
communications, addressing challenges related to transmitting knowledge graphs over …

Unified Timing Analysis for Closed-Loop Goal-Oriented Wireless Communication

L Li, AE Kalør, P Popovski… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Goal-oriented communication has become one of the focal concepts in sixth-generation
communication systems owing to its potential to provide intelligent, immersive, and real-time …

Rethinking Multi-User Semantic Communications with Deep Generative Models

E Grassucci, J Choi, J Park, RF Gramaccioni… - arxiv preprint arxiv …, 2024 - arxiv.org
In recent years, novel communication strategies have emerged to face the challenges that
the increased number of connected devices and the higher quality of transmitted information …