Enhancing GraphQL Security by Detecting Malicious Queries Using Large Language Models, Sentence Transformers, and Convolutional Neural Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Perera, Irash, Abeyrathne, Hiranya, Malalgoda, Sanjeewa, Ifthikar, Arshardh |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GraphQLer: Enhancing GraphQL Security with Context-Aware API Testing
by: Tsai, Omar, et al.
Published: (2025)
by: Tsai, Omar, et al.
Published: (2025)
PrediQL: Automated Testing of GraphQL APIs with LLMs
by: Liu, Shaolun, et al.
Published: (2025)
by: Liu, Shaolun, et al.
Published: (2025)
Network Attack Traffic Detection With Hybrid Quantum-Enhanced Convolution Neural Network
by: Wang, Zihao, et al.
Published: (2025)
by: Wang, Zihao, et al.
Published: (2025)
Explainable Android Malware Detection and Malicious Code Localization Using Graph Attention
by: Ipek, Merve Cigdem, et al.
Published: (2025)
by: Ipek, Merve Cigdem, et al.
Published: (2025)
Enhancing MOTION2NX for Efficient, Scalable and Secure Image Inference using Convolutional Neural Networks
by: K, Haritha, et al.
Published: (2024)
by: K, Haritha, et al.
Published: (2024)
Malicious Internet Entity Detection Using Local Graph Inference
by: Mandlik, Simon, et al.
Published: (2024)
by: Mandlik, Simon, et al.
Published: (2024)
Detecting Malicious Accounts in Web3 through Transaction Graph
by: Li, Wenkai, et al.
Published: (2024)
by: Li, Wenkai, et al.
Published: (2024)
A Sentence Relation-Based Approach to Sanitizing Malicious Instructions
by: Datta, Soumil, et al.
Published: (2026)
by: Datta, Soumil, et al.
Published: (2026)
SecureReg: Combining NLP and MLP for Enhanced Detection of Malicious Domain Name Registrations
by: Çolhak, Furkan, et al.
Published: (2024)
by: Çolhak, Furkan, et al.
Published: (2024)
SecureFed: A Two-Phase Framework for Detecting Malicious Clients in Federated Learning
by: Kavuri, Likhitha Annapurna, et al.
Published: (2025)
by: Kavuri, Likhitha Annapurna, et al.
Published: (2025)
VIRGOS: Secure Graph Convolutional Network on Vertically Split Data from Sparse Matrix Decomposition
by: Zheng, Yu, et al.
Published: (2025)
by: Zheng, Yu, et al.
Published: (2025)
SafeLight: Enhancing Security in Optical Convolutional Neural Network Accelerators
by: Afifi, Salma, et al.
Published: (2024)
by: Afifi, Salma, et al.
Published: (2024)
URL2Graph++: Unified Semantic-Structural-Character Learning for Malicious URL Detection
by: Tian, Ye, et al.
Published: (2025)
by: Tian, Ye, et al.
Published: (2025)
AttackNet: Enhancing Biometric Security via Tailored Convolutional Neural Network Architectures for Liveness Detection
by: Kuznetsov, Oleksandr, et al.
Published: (2024)
by: Kuznetsov, Oleksandr, et al.
Published: (2024)
Graph Neural Networks for Physical-Layer Security in Multi-User Flexible-Duplex Networks
by: Perera, Tharaka, et al.
Published: (2024)
by: Perera, Tharaka, et al.
Published: (2024)
WAFBOOSTER: Automatic Boosting of WAF Security Against Mutated Malicious Payloads
by: Wu, Cong, et al.
Published: (2025)
by: Wu, Cong, et al.
Published: (2025)
Malicious Package Detection using Metadata Information
by: Halder, S., et al.
Published: (2024)
by: Halder, S., et al.
Published: (2024)
A Graph-Attentive LSTM Model for Malicious URL Detection
by: Hossain, Md. Ifthekhar, et al.
Published: (2025)
by: Hossain, Md. Ifthekhar, et al.
Published: (2025)
ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural Networks
by: Cheng, Zhan, et al.
Published: (2025)
by: Cheng, Zhan, et al.
Published: (2025)
Longitudinal Analyses of SAST Tools: A CodeQL Case Study
by: Ferrand, Jean-Charles Noirot, et al.
Published: (2026)
by: Ferrand, Jean-Charles Noirot, et al.
Published: (2026)
detectGNN: Harnessing Graph Neural Networks for Enhanced Fraud Detection in Credit Card Transactions
by: Sultana, Irin, et al.
Published: (2025)
by: Sultana, Irin, et al.
Published: (2025)
MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs
by: Alrahis, Lilas, et al.
Published: (2024)
by: Alrahis, Lilas, et al.
Published: (2024)
Efficient and High-Accuracy Private CNN Inference with Helper-Assisted Malicious Security
by: Wang, Kaiwen, et al.
Published: (2025)
by: Wang, Kaiwen, et al.
Published: (2025)
Intrusion Detection System Using Deep Learning for Network Security
by: Chatterjee, Soham, et al.
Published: (2025)
by: Chatterjee, Soham, et al.
Published: (2025)
Attack Effect Model based Malicious Behavior Detection
by: Wang, Limin, et al.
Published: (2025)
by: Wang, Limin, et al.
Published: (2025)
Can LLMs Deeply Detect Complex Malicious Queries? A Framework for Jailbreaking via Obfuscating Intent
by: Shang, Shang, et al.
Published: (2024)
by: Shang, Shang, et al.
Published: (2024)
Leveraging Large Language Models to Detect npm Malicious Packages
by: Zahan, Nusrat, et al.
Published: (2024)
by: Zahan, Nusrat, et al.
Published: (2024)
Camel: Communication-Efficient and Maliciously Secure Federated Learning in the Shuffle Model of Differential Privacy
by: Xu, Shuangqing, et al.
Published: (2024)
by: Xu, Shuangqing, et al.
Published: (2024)
A Trust-Based Malicious RSU Detection Mechanism in Edge-Enabled Vehicular Ad Hoc Networks
by: Siddiqua, Farhana, et al.
Published: (2022)
by: Siddiqua, Farhana, et al.
Published: (2022)
Toward Automated Security Risk Detection in Large Software Using Call Graph Analysis
by: Pecka, Nicholas, et al.
Published: (2025)
by: Pecka, Nicholas, et al.
Published: (2025)
RoBERTa-Augmented Synthesis for Detecting Malicious API Requests
by: Aharon, Udi, et al.
Published: (2024)
by: Aharon, Udi, et al.
Published: (2024)
Malicious Code Detection in Smart Contracts via Opcode Vectorization
by: Zou, Huanhuan, et al.
Published: (2025)
by: Zou, Huanhuan, et al.
Published: (2025)
PhishSigma++: Malicious Email Detection with Typed Entity Relations
by: Shang, Shang, et al.
Published: (2026)
by: Shang, Shang, et al.
Published: (2026)
Malicious Agent Detection for Robust Multi-Agent Collaborative Perception
by: Zhao, Yangheng, et al.
Published: (2023)
by: Zhao, Yangheng, et al.
Published: (2023)
Parser-Free Querying of Security Logs
by: Luo, Evan, et al.
Published: (2026)
by: Luo, Evan, et al.
Published: (2026)
Towards Classifying Benign And Malicious Packages Using Machine Learning
by: Nguyen, Thanh-Cong, et al.
Published: (2025)
by: Nguyen, Thanh-Cong, et al.
Published: (2025)
Using Large Language Models for Template Detection from Security Event Logs
by: Vaarandi, Risto, et al.
Published: (2024)
by: Vaarandi, Risto, et al.
Published: (2024)
Securing WiFi Fingerprint-based Indoor Localization Systems from Malicious Access Points
by: Shifat, Fariha Tanjim, et al.
Published: (2025)
by: Shifat, Fariha Tanjim, et al.
Published: (2025)
Unveiling Malicious Logic: Towards a Statement-Level Taxonomy and Dataset for Securing Python Packages
by: Ryan, Ahmed, et al.
Published: (2025)
by: Ryan, Ahmed, et al.
Published: (2025)
EagleEye: Attention to Unveil Malicious Event Sequences from Provenance Graphs
by: Gysel, Philipp, et al.
Published: (2024)
by: Gysel, Philipp, et al.
Published: (2024)
Similar Items
-
GraphQLer: Enhancing GraphQL Security with Context-Aware API Testing
by: Tsai, Omar, et al.
Published: (2025) -
PrediQL: Automated Testing of GraphQL APIs with LLMs
by: Liu, Shaolun, et al.
Published: (2025) -
Network Attack Traffic Detection With Hybrid Quantum-Enhanced Convolution Neural Network
by: Wang, Zihao, et al.
Published: (2025) -
Explainable Android Malware Detection and Malicious Code Localization Using Graph Attention
by: Ipek, Merve Cigdem, et al.
Published: (2025) -
Enhancing MOTION2NX for Efficient, Scalable and Secure Image Inference using Convolutional Neural Networks
by: K, Haritha, et al.
Published: (2024)