Computation and Language · Computer Science
StealthGraph: Exposing Domain-Specific Risks in LLMs through Knowledge-Graph-Guided Harmful Prompt Generation
Huawei Zheng, Xinqi Jiang, Sen Yang, Shouling Ji +2
2026-04-21
Machine Learning · Computer Science
Malicious Internet Entity Detection Using Local Graph Inference
Simon Mandlik, Tomas Pevny, Vaclav Smidl, Lukas Bajer
2024-08-08
Cryptography and Security · Computer Science
Detecting Prompt Injection Attacks Against Application Using Classifiers
Safwan Shaheer, G. M. Refatul Islam, Mohammad Rafid Hamid, Md. Abrar Faiaz Khan +2
2025-12-16
Cryptography and Security · Computer Science
Discovering Malicious Signatures in Software from Structural Interactions
Chenzhong Yin, Hantang Zhang, Mingxi Cheng, Xiongye Xiao +3
2023-12-21
Cryptography and Security · Computer Science
A Graph-Attentive LSTM Model for Malicious URL Detection
Md. Ifthekhar Hossain, Kazi Abdullah Al Arafat, Bryce Shepard, Kayd Craig +1
2025-10-21
Cryptography and Security · Computer Science
Mapping LLM Security Landscapes: A Comprehensive Stakeholder Risk Assessment Proposal
Rahul Pankajakshan, Sumitra Biswal, Yuvaraj Govindarajulu, Gilad Gressel
2024-03-21
Cryptography and Security · Computer Science
Using Lexical Features for Malicious URL Detection -- A Machine Learning Approach
Apoorva Joshi, Levi Lloyd, Paul Westin, Srini Seethapathy
2019-10-15
Cryptography and Security · Computer Science
Enhancing GraphQL Security by Detecting Malicious Queries Using Large Language Models, Sentence Transformers, and Convolutional Neural Networks
Irash Perera, Hiranya Abeyrathne, Sanjeewa Malalgoda, Arshardh Ifthikar
2025-10-09
Cryptography and Security · Computer Science
Exploring LLMs for Malware Detection: Review, Framework Design, and Countermeasure Approaches
Jamal Al-Karaki, Muhammad Al-Zafar Khan, Marwan Omar
2024-09-13
Cryptography and Security · Computer Science
Using Program Knowledge Graph to Uncover Software Vulnerabilities
M. Xie, T. Rahat, W. Wang, Y. Tian
2023-12-11
Machine Learning · Computer Science
Improving Network Threat Detection by Knowledge Graph, Large Language Model, and Imbalanced Learning
Lili Zhang, Quanyan Zhu, Herman Ray, Ying Xie
2025-05-15
Cryptography and Security · Computer Science
MalURLBench: A Benchmark Evaluating Agents' Vulnerabilities When Processing Web URLs
Dezhang Kong, Zhuxi Wu, Shiqi Liu, Zhicheng Tan +7
2026-03-16
Software Engineering · Computer Science
Efficient Code Analysis via Graph-Guided Large Language Models
Hang Gao, Tao Peng, Baoquan Cui, Hong Huang +3
2026-01-23