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A systematic survey of LLM-based text-to-SQL: methodologies, security vulnerabilities, and future challenges

Text-to-Structured Query Language (SQL) systems, which allow users to query databases using natural language, have advanced significantly with the rise of Large Language Models (LLMs). While this prog… Xem thêm

Windows Malware Loader Behaviour Analysis Based on API Calls with LLM and Ontology

The use of digital infrastructures has increased cyber risks, with malware loaders becoming key routes for discreet payload distribution and proliferation. The growth of obfuscation techniques makes c… Xem thêm

Enhanced Offloading Using RSMA-Assisted BackCom in UAV-MEC Networks

This paper proposes a framework that simultaneously integrates unmanned aerial vehicle (UAV) mobility, backscatter communication (BackCom), and rate-splitting multiple access (RSMA) to enhance task of… Xem thêm

Backscatter Communication and NOMA in UAV-Assisted MEC IoT Networks

This study presents a framework that integrates backscatter communication (BC) and nonorthogonal multiple access (NOMA) to enhance the efficacy of unmanned aerial vehicle (UAV)-assisted mobile-edge co… Xem thêm

Performance Analysis of Rate-Splitting Multiple Access for Enhanced Computation Offloading in UAV-Enabled MEC Within IoT Networks.

Sixth-generation (6G) wireless systems are envisioned to support unprecedented data connectivity demands, thereby necessitating the advent of communication techniques for efficient spectrum utilizatio… Xem thêm

BackCom and NOMA in UAV-Assisted MEC IoT Networks: Outage Offloading Probability

This paper proposes a framework that combines backscatter communication (BackCom) with nonorthogonal multiple access (NOMA) in order to improve the performance of mobile edge computing (MEC) systems s… Xem thêm

On the Performance and Optimization of Energy-Efficient Secrecy Computation Offloading for Multiantenna UAV-Enabled NOMA-MEC With Aerial Friendly Jamming

This research investigates the secrecy performance and energy efficiency of a dual-unmanned aerial vehicle (UAV) computation offloading system that leverages uplink non-orthogonal multiple access (NOM… Xem thêm

Performance Analysis of Backscatter Communication Under Energy Outage for MEC-Aided UAV-Enabled NOMA in IoT Networks

A Business Process-Centric Approach for LLM-Driven Functional Test Generation

Validating end-to-end business processes requires strict adherence to state logic, particularly for long-horizon workflows involving complex multi-role interactions. While Large Language Models (LLMs)… Xem thêm

A process-centric review of large language models in graphical user interface testing: architectures, lifecycle impact, and challenges

Graphical User Interface (GUI) testing has historically struggled with the “semantic gap” between human understanding and machine execution. Large Language Models (LLMs) are now bridging this gap by e… Xem thêm

Joint Offloading and Energy Optimization in NOMA-Aided UAV-MEC Under Practical Impairments: A Continuous Contextual Bandit DRL Framework

This paper establishes a joint analytical and optimization framework, maximizing overall energy and offloading performance for an uplink non-orthogonal multiple access (NOMA)-aided unmanned aerial veh… Xem thêm

Joint Offloading and Energy Optimization in NOMA-Aided UAV-MEC Under Practical Impairments: A Continuous Contextual Bandit DRL Framework

This paper establishes a joint analytical and optimization framework, maximizing overall energy and offloading performance for an uplink non-orthogonal multiple access (NOMA)-aided unmanned aerial veh… Xem thêm

Secure Computation Offloading Analysis for WPT-enabled UAV-assisted MEC Incorporating NOMA with Friendly Jammer in IoT Networks

This article investigates the efficacy of the secure computation offloading within an Internet of Things (IoT) network that employs wireless power transfer (WPT) -enabled unmanned aerial vehicle (UAV)… Xem thêm

Energy Outage Analysis for NOMA-Based UAV-MEC with Imperfect CSI and SIC in IoT Network

This research explores a framework integrating unmanned aerial vehicle (UAV) with mobile-edge computing (MEC) to address the computational constraints of edge IoT device (EID). By deploying a UAV as a… Xem thêm

A NOMA-MEC and SC/MRC Enabled Framework in UAV-Relayed Networks: Performance Offloading Analysis

This study investigates the use of an Unmanned Aerial Vehicle (UAV) acting as a relay to assist in forwarding tasks from Internet of Things (IoT) devices applying uplink Non-Orthogonal Multiple Access… Xem thêm