Literature Database

LLMxCPG: Context-Aware Vulnerability Detection Through Code Property Graph-Guided Large Language Models

Authors: Ahmed Lekssays, Hamza Mouhcine, Khang Tran, Ting Yu, Issa Khalil | Published: 2025-07-22
Dataset Analysis
Prompt leaking
脆弱性検出手法

From Text to Actionable Intelligence: Automating STIX Entity and Relationship Extraction

Authors: Ahmed Lekssays, Husrev Taha Sencar, Ting Yu | Published: 2025-07-22
Indirect Prompt Injection
Attack Method
Threat modeling

Depth Gives a False Sense of Privacy: LLM Internal States Inversion

Authors: Tian Dong, Yan Meng, Shaofeng Li, Guoxing Chen, Zhen Liu, Haojin Zhu | Published: 2025-07-22
Prompt Injection
Prompt leaking
Attack Method

Talking Like a Phisher: LLM-Based Attacks on Voice Phishing Classifiers

Authors: Wenhao Li, Selvakumar Manickam, Yung-wey Chong, Shankar Karuppayah | Published: 2025-07-22
Prompt leaking
Psychological Manipulation
Adversarial Attack Methods

eX-NIDS: A Framework for Explainable Network Intrusion Detection Leveraging Large Language Models

Authors: Paul R. B. Houssel, Siamak Layeghy, Priyanka Singh, Marius Portmann | Published: 2025-07-22
Relationship of AI Systems
Network Traffic Analysis
Explainability Evaluation

Distilled Large Language Model in Confidential Computing Environment for System-on-Chip Design

Authors: Dong Ben, Hui Feng, Qian Wang | Published: 2025-07-22
Prompt leaking
Model Extraction Attack
Factors of Performance Degradation

Attacking interpretable NLP systems

Authors: Eldor Abdukhamidov, Tamer Abuhmed, Joanna C. S. Santos, Mohammed Abuhamad | Published: 2025-07-22
Prompt Injection
Prompt validation
Adversarial Attack Methods

DP2Guard: A Lightweight and Byzantine-Robust Privacy-Preserving Federated Learning Scheme for Industrial IoT

Authors: Baofu Han, Bing Li, Yining Qi, Raja Jurdak, Kaibin Huang, Chau Yuen | Published: 2025-07-22
Blockchain Strategy
勾配分割手法
Performance Evaluation

Multi-Stage Prompt Inference Attacks on Enterprise LLM Systems

Authors: Andrii Balashov, Olena Ponomarova, Xiaohua Zhai | Published: 2025-07-21
Indirect Prompt Injection
Prompt Injection
Attack Detection

PhishIntentionLLM: Uncovering Phishing Website Intentions through Multi-Agent Retrieval-Augmented Generation

Authors: Wenhao Li, Selvakumar Manickam, Yung-wey Chong, Shankar Karuppayah | Published: 2025-07-21
Poisoning attack on RAG
フィッシング攻撃の意図
Prompt leaking