Prompt Injection

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

SafeCOMM: A Study on Safety Degradation in Fine-Tuned Telecom Large Language Models

Authors: Aladin Djuhera, Swanand Ravindra Kadhe, Farhan Ahmed, Syed Zawad, Fernando Koch, Walid Saad, Holger Boche | Published: 2025-05-29 | Updated: 2025-10-27
Prompt Injection
Large Language Model
安全性評価
2025.05.29 2025.10.29
Literature Database

Does Johnny Get the Message? Evaluating Cybersecurity Notifications for Everyday Users

Authors: Victor Jüttner, Erik Buchmann | Published: 2025-05-28
パーソナライズ
Prompt Injection
対策の説明
2025.05.28 2025.05.30
Literature Database

Test-Time Immunization: A Universal Defense Framework Against Jailbreaks for (Multimodal) Large Language Models

Authors: Yongcan Yu, Yanbo Wang, Ran He, Jian Liang | Published: 2025-05-28
LLM Security
Prompt Injection
Large Language Model
2025.05.28 2025.05.30
Literature Database

Jailbreak Distillation: Renewable Safety Benchmarking

Authors: Jingyu Zhang, Ahmed Elgohary, Xiawei Wang, A S M Iftekhar, Ahmed Magooda, Benjamin Van Durme, Daniel Khashabi, Kyle Jackson | Published: 2025-05-28
Prompt Injection
Model Evaluation
Attack Evaluation
2025.05.28 2025.05.30
Literature Database

Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space

Authors: Yao Huang, Yitong Sun, Shouwei Ruan, Yichi Zhang, Yinpeng Dong, Xingxing Wei | Published: 2025-05-27
Disabling Safety Mechanisms of LLM
Prompt Injection
Attack Evaluation
2025.05.27 2025.05.29
Literature Database

JavaSith: A Client-Side Framework for Analyzing Potentially Malicious Extensions in Browsers, VS Code, and NPM Packages

Authors: Avihay Cohen | Published: 2025-05-27
API Security
Client-Side Defense
Prompt Injection
2025.05.27 2025.05.29
Literature Database

TrojanStego: Your Language Model Can Secretly Be A Steganographic Privacy Leaking Agent

Authors: Dominik Meier, Jan Philip Wahle, Paul Röttger, Terry Ruas, Bela Gipp | Published: 2025-05-26
Prompt Injection
Model Extraction Attack
Watermarking Technology
2025.05.26 2025.05.28
Literature Database

What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs

Authors: Sangyeop Kim, Yohan Lee, Yongwoo Song, Kimin Lee | Published: 2025-05-26
Prompt Injection
Model Performance Evaluation
Large Language Model
2025.05.26 2025.05.28
Literature Database
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