Prompt Poisoning Attack

Table of Contents
SP
arXiv

SP

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2024

Title Venue Year Link
Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models. SP 2024 Link

arXiv

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2025

Title Venue Year Link
Is Your Prompt Poisoning Code? Defect Induction Rates and Security Mitigation Strategies arXiv 2025 Link
SPECTRE: Conditional System Prompt Poisoning to Hijack LLMs arXiv 2025 Link

2024

Title Venue Year Link
Double Backdoored: Converting Code Large Language Model Backdoors to Traditional Malware via Adversarial Instruction Tuning Attacks arXiv 2024 Link