Imagen de Portada

A Critical Evaluation of Defenses against Prompt Injection Attacks

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Jia, Yuqi, Shao, Zedian, Liu, Yupei, Jia, Jinyuan, Song, Dawn, Gong, Neil Zhenqiang
Formato:	Preprint
Publicado:	2025
Materias:	Cryptography and Security Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

PromptLocate: Localizing Prompt Injection Attacks
por: Jia, Yuqi, et al.
Publicado: (2025)

DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks
por: Liu, Yupei, et al.
Publicado: (2025)

Formalizing and Benchmarking Prompt Injection Attacks and Defenses
por: Liu, Yupei, et al.
Publicado: (2023)

SecInfer: Preventing Prompt Injection via Inference-time Scaling
por: Liu, Yupei, et al.
Publicado: (2025)

Enhancing Prompt Injection Attacks to LLMs via Poisoning Alignment
por: Shao, Zedian, et al.
Publicado: (2024)

Evaluating LLM-based Personal Information Extraction and Countermeasures
por: Liu, Yupei, et al.
Publicado: (2024)

Measuring Real-World Prompt Injection Attacks in LLM-based Resume Screening
por: Zhang, Mohan, et al.
Publicado: (2026)

Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection
por: Shao, Zedian, et al.
Publicado: (2026)

WAInjectBench: Benchmarking Prompt Injection Detections for Web Agents
por: Liu, Yinuo, et al.
Publicado: (2025)

ObliInjection: Order-Oblivious Prompt Injection Attack to LLM Agents with Multi-source Data
por: Wang, Reachal, et al.
Publicado: (2025)

PromptArmor: Simple yet Effective Prompt Injection Defenses
por: Shi, Tianneng, et al.
Publicado: (2025)

Refusing Safe Prompts for Multi-modal Large Language Models
por: Shao, Zedian, et al.
Publicado: (2024)

Optimization-based Prompt Injection Attack to LLM-as-a-Judge
por: Shi, Jiawen, et al.
Publicado: (2024)

WebSentinel: Detecting and Localizing Prompt Injection Attacks for Web Agents
por: Wang, Xilong, et al.
Publicado: (2026)

PIShield: Detecting Prompt Injection Attacks via Intrinsic LLM Features
por: Zou, Wei, et al.
Publicado: (2025)

TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning
por: Liu, Yupei, et al.
Publicado: (2025)

Multimodal Prompt Injection Attacks: Risks and Defenses for Modern LLMs
por: Yeo, Andrew, et al.
Publicado: (2025)

PIArena: A Platform for Prompt Injection Evaluation
por: Geng, Runpeng, et al.
Publicado: (2026)

A Survey on Model Extraction Attacks and Defenses for Large Language Models
por: Zhao, Kaixiang, et al.
Publicado: (2025)

A Survey of Model Extraction Attacks and Defenses in Distributed Computing Environments
por: Zhao, Kaixiang, et al.
Publicado: (2025)

A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives
por: Zhao, Kaixiang, et al.
Publicado: (2025)

Evaluation of Prompt Injection Defenses in Large Language Models
por: Deep, Priyal, et al.
Publicado: (2026)

AlignSentinel: Alignment-Aware Detection of Prompt Injection Attacks
por: Jia, Yuqi, et al.
Publicado: (2026)

MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents
por: Zhu, Kaijie, et al.
Publicado: (2025)

TrojFM: Resource-efficient Backdoor Attacks against Very Large Foundation Models
por: Nie, Yuzhou., et al.
Publicado: (2024)

Competitive Advantage Attacks to Decentralized Federated Learning
por: Jia, Yuqi, et al.
Publicado: (2023)

The Defense Trilemma: Why Prompt Injection Defense Wrappers Fail?
por: Bhatt, Manish, et al.
Publicado: (2026)

The Attack and Defense Landscape of Agentic AI: A Comprehensive Survey
por: Kim, Juhee, et al.
Publicado: (2026)

AgentVigil: Generic Black-Box Red-teaming for Indirect Prompt Injection against LLM Agents
por: Wang, Zhun, et al.
Publicado: (2025)

Architecting Secure AI Agents: Perspectives on System-Level Defenses Against Indirect Prompt Injection Attacks
por: Xiang, Chong, et al.
Publicado: (2026)

ShadowCode: Towards (Automatic) External Prompt Injection Attack against Code LLMs
por: Yang, Yuchen, et al.
Publicado: (2024)

PLeak: Prompt Leaking Attacks against Large Language Model Applications
por: Hui, Bo, et al.
Publicado: (2024)

AgentTypo: Adaptive Typographic Prompt Injection Attacks against Black-box Multimodal Agents
por: Li, Yanjie, et al.
Publicado: (2025)

To Protect the LLM Agent Against the Prompt Injection Attack with Polymorphic Prompt
por: Wang, Zhilong, et al.
Publicado: (2025)

WARD: Adversarially Robust Defense of Web Agents Against Prompt Injections
por: Cao, Tri, et al.
Publicado: (2026)

MalTool: Malicious Tool Attacks on LLM Agents
por: Hu, Yuepeng, et al.
Publicado: (2026)

LeakSealer: A Semisupervised Defense for LLMs Against Prompt Injection and Leakage Attacks
por: Panebianco, Francesco, et al.
Publicado: (2025)

Prompt Injection Attack to Tool Selection in LLM Agents
por: Shi, Jiawen, et al.
Publicado: (2025)

Critical-CoT: A Robust Defense Framework against Reasoning-Level Backdoor Attacks in Large Language Models
por: Truong, Vu Tuan, et al.
Publicado: (2026)

PISanitizer: Preventing Prompt Injection to Long-Context LLMs via Prompt Sanitization
por: Geng, Runpeng, et al.
Publicado: (2025)