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20102026
most citedConvergence of Edge Computing and Deep Learning: A Comprehensive Survey

1.5k citations · 13.5k across the 438 of their papers we have counts for

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Showing cs.CRShow all

42 papers · 1 filter

cs.CR2025

Personalized 3D Spatiotemporal Trajectory Privacy Protection with Differential and Distortion Geo-Perturbation

Minghui Min, Yulu Li, Gang Li +4

The rapid advancement of location-based services (LBSs) in three-dimensional (3D) domains, such as smart cities and intelligent transportation, has raised concerns over 3D spatiote…

cs.CR2025

Efficient Blockchain-based Steganography via Backcalculating Generative Adversarial Network

Zhuo Chen, Jialing He, Jiacheng Wang +4

Blockchain-based steganography enables data hiding via encoding the covert data into a specific blockchain transaction field. However, previous works focus on the specific field-em…

cs.CR2025

Achieving Network Resilience through Graph Neural Network-enabled Deep Reinforcement Learning

Xuzeng Li, Tao Zhang, Jian Wang +5

Deep reinforcement learning (DRL) has been widely used in many important tasks of communication networks. In order to improve the perception ability of DRL on the network, some stu…

cs.CR2025

Generative AI-driven Cross-layer Covert Communication: Fundamentals, Framework and Case Study

Tianhao Liu, Jiqiang Liu, Tao Zhang +5

Ensuring end-to-end cross-layer communication security in military networks by selecting covert schemes between nodes is a key solution for military communication security. With th…

cs.CR2025

Low-altitude UAV Friendly-Jamming for Satellite-Maritime Communications via Generative AI-enabled Deep Reinforcement Learning

Jiawei Huang, Aimin Wang, Geng Sun +4

Low Earth orbit (LEO) satellites can be used to assist maritime wireless communications for wide-area data transmission. However, the extensive coverage of LEO satellites, combined…

cs.CR2025★ 1 cited

Secure Semantic Communication With Homomorphic Encryption

Rui Meng, Dayu Fan, Haixiao Gao +8

In recent years, Semantic Communication (SemCom), which aims to achieve efficient and reliable transmission of meaning between agents, has garnered significant attention from both…