Prompt Injection Attack

Table of Contents
NeurIPS
ICML
ICLR
KDD
SP
CCS
USENIX Security Symposium
ACL
NAACL-HLT
EMNLP
ICSE
ICDM

NeurIPS

Expand NeurIPS

2024

Title Venue Year Link
AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents. NeurIPS 2024 Link

ICML

Expand ICML

2025

Title Venue Year Link
MELON: Provable Defense Against Indirect Prompt Injection Attacks in AI Agents. ICML 2025 Link

ICLR

Expand ICLR

2024

Title Venue Year Link
Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game. ICLR 2024 Link

KDD

Expand KDD

2025

Title Venue Year Link
Benchmarking and Defending against Indirect Prompt Injection Attacks on Large Language Models. KDD 2025 Link
Generalizable Graph Prompt Learning Framework with Model-level Prompt Injection and Two-Stage Prompt Tuning. KDD 2025 Link

SP

Expand SP

2025

Title Venue Year Link
DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks. SP 2025 Link
Fun-tuning: Characterizing the Vulnerability of Proprietary LLMs to Optimization-Based Prompt Injection Attacks via the Fine-Tuning Interface. SP 2025 Link

2024

Title Venue Year Link
PromptCARE: Prompt Copyright Protection by Watermark Injection and Verification. SP 2024 Link

CCS

Expand CCS

2025

Title Venue Year Link
SecAlign: Defending Against Prompt Injection with Preference Optimization. CCS 2025 Link

2024

Title Venue Year Link
Optimization-based Prompt Injection Attack to LLM-as-a-Judge. CCS 2024 Link

USENIX Security Symposium

Expand USENIX Security Symposium

2025

Title Venue Year Link
StruQ: Defending Against Prompt Injection with Structured Queries. USENIX Security Symposium 2025 Link

2024

Title Venue Year Link
Formalizing and Benchmarking Prompt Injection Attacks and Defenses. USENIX Security Symposium 2024 Link

ACL

Expand ACL

2025

Title Venue Year Link
Can Indirect Prompt Injection Attacks Be Detected and Removed? ACL 2025 Link
Defense Against Prompt Injection Attack by Leveraging Attack Techniques. ACL 2025 Link
PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free. ACL 2025 Link
The Task Shield: Enforcing Task Alignment to Defend Against Indirect Prompt Injection in LLM Agents. ACL 2025 Link

2024

Title Venue Year Link
InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model Agents. ACL 2024 Link

NAACL-HLT

Expand NAACL-HLT

2024

Title Venue Year Link
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection. NAACL-HLT 2024 Link

EMNLP

Expand EMNLP

2024

Title Venue Year Link
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection. EMNLP 2024 Link

ICSE

Expand ICSE

2025

Title Venue Year Link
Prompt-to-SQL Injections in LLM-Integrated Web Applications: Risks and Defenses. ICSE 2025 Link

ICDM

Expand ICDM

2024

Title Venue Year Link
Goal-Guided Generative Prompt Injection Attack on Large Language Models. ICDM 2024 Link