Prompt Injection

Design Patterns for Securing LLM Agents against Prompt Injections

Authors: Luca Beurer-Kellner, Beat Buesser Ana-Maria Creţu, Edoardo Debenedetti, Daniel Dobos, Daniel Fabian, Marc Fischer, David Froelicher, Kathrin Grosse, Daniel Naeff, Ezinwanne Ozoani, Andrew Paverd, Florian Tramèr, Václav Volhejn | Published: 2025-06-10 | Updated: 2025-06-11
Indirect Prompt Injection
Prompt Injection
Defense Method
2025.06.10 2025.06.13
Literature Database

MalGEN: A Generative Agent Framework for Modeling Malicious Software in Cybersecurity

Authors: Bikash Saha, Sandeep Kumar Shukla | Published: 2025-06-09
Cyber Threat
Prompt Injection
マルウェア生成
2025.06.09 2025.06.11
Literature Database

JavelinGuard: Low-Cost Transformer Architectures for LLM Security

Authors: Yash Datta, Sharath Rajasekar | Published: 2025-06-09
Privacy Enhancing Technology
Prompt Injection
Model Architecture
2025.06.09 2025.06.11
Literature Database

Chain-of-Code Collapse: Reasoning Failures in LLMs via Adversarial Prompting in Code Generation

Authors: Jaechul Roh, Varun Gandhi, Shivani Anilkumar, Arin Garg | Published: 2025-06-08 | Updated: 2025-06-12
Performance Evaluation
Prompt Injection
Prompt leaking
2025.06.08 2025.06.14
Literature Database

Evaluating Apple Intelligence’s Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets

Authors: Mohd. Farhan Israk Soumik, Syed Mhamudul Hasan, Abdur R. Shahid | Published: 2025-06-04
Application of Text Classification
Privacy Issues
Prompt Injection
2025.06.04 2025.06.06
Literature Database

Client-Side Zero-Shot LLM Inference for Comprehensive In-Browser URL Analysis

Authors: Avihay Cohen | Published: 2025-06-04
Alignment
Prompt Injection
Dynamic Analysis
2025.06.04 2025.06.06
Literature Database

CyberGym: Evaluating AI Agents’ Cybersecurity Capabilities with Real-World Vulnerabilities at Scale

Authors: Zhun Wang, Tianneng Shi, Jingxuan He, Matthew Cai, Jialin Zhang, Dawn Song | Published: 2025-06-03
Prompt Injection
Dynamic Analysis Method
Watermark Evaluation
2025.06.03 2025.06.05
Literature Database

BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage

Authors: Kalyan Nakka, Nitesh Saxena | Published: 2025-06-03
Disabling Safety Mechanisms of LLM
Detection Rate of Phishing Attacks
Prompt Injection
2025.06.03 2025.06.05
Literature Database

Beyond the Protocol: Unveiling Attack Vectors in the Model Context Protocol (MCP) Ecosystem

Authors: Hao Song, Yiming Shen, Wenxuan Luo, Leixin Guo, Ting Chen, Jiashui Wang, Beibei Li, Xiaosong Zhang, Jiachi Chen | Published: 2025-05-31 | Updated: 2025-08-20
Indirect Prompt Injection
Prompt Injection
Attack Type
2025.05.31 2025.08.22
Literature Database

A Systematic Review of Metaheuristics-Based and Machine Learning-Driven Intrusion Detection Systems in IoT

Authors: Mohammad Shamim Ahsan, Salekul Islam, Swakkhar Shatabda | Published: 2025-05-31 | Updated: 2025-06-03
Prompt Injection
Intrusion Detection System
Selection and Evaluation of Optimization Algorithms
2025.05.31 2025.06.05
Literature Database
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