Jatmo: Prompt Injection Defense by Task-Specific Finetuning
Fuente:
arXiv
Saved in:
| Main Authors: | Piet, Julien, Alrashed, Maha, Sitawarin, Chawin, Chen, Sizhe, Wei, Zeming, Sun, Elizabeth, Alomair, Basel, Wagner, David |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
StruQ: Defending Against Prompt Injection with Structured Queries
by: Chen, Sizhe, et al.
Published: (2024)
by: Chen, Sizhe, et al.
Published: (2024)
Defending Against Prompt Injection With a Few DefensiveTokens
by: Chen, Sizhe, et al.
Published: (2025)
by: Chen, Sizhe, et al.
Published: (2025)
JailbreaksOverTime: Detecting Jailbreak Attacks Under Distribution Shift
by: Piet, Julien, et al.
Published: (2025)
by: Piet, Julien, et al.
Published: (2025)
Defending Against Prompt Injection with DataFilter
by: Wang, Yizhu, et al.
Published: (2025)
by: Wang, Yizhu, et al.
Published: (2025)
Mark My Words: Analyzing and Evaluating Language Model Watermarks
by: Piet, Julien, et al.
Published: (2023)
by: Piet, Julien, et al.
Published: (2023)
PromptShield: Deployable Detection for Prompt Injection Attacks
by: Jacob, Dennis, et al.
Published: (2025)
by: Jacob, Dennis, et al.
Published: (2025)
Preventing Prompt Injection with Type-Directed Privilege Separation
by: Jacob, Dennis, et al.
Published: (2025)
by: Jacob, Dennis, et al.
Published: (2025)
PAL: Proxy-Guided Black-Box Attack on Large Language Models
by: Sitawarin, Chawin, et al.
Published: (2024)
by: Sitawarin, Chawin, et al.
Published: (2024)
Soft Instruction De-escalation Defense
by: Walter, Nils Philipp, et al.
Published: (2025)
by: Walter, Nils Philipp, et al.
Published: (2025)
PromptArmor: Simple yet Effective Prompt Injection Defenses
by: Shi, Tianneng, et al.
Published: (2025)
by: Shi, Tianneng, et al.
Published: (2025)
The Attacker Moves Second: Stronger Adaptive Attacks Bypass Defenses Against Llm Jailbreaks and Prompt Injections
by: Nasr, Milad, et al.
Published: (2025)
by: Nasr, Milad, et al.
Published: (2025)
"Give a Positive Review Only": An Early Investigation Into In-Paper Prompt Injection Attacks and Defenses for AI Reviewers
by: Zhou, Qin, et al.
Published: (2025)
by: Zhou, Qin, et al.
Published: (2025)
FATH: Authentication-based Test-time Defense against Indirect Prompt Injection Attacks
by: Wang, Jiongxiao, et al.
Published: (2024)
by: Wang, Jiongxiao, et al.
Published: (2024)
Zero-Shot Embedding Drift Detection: A Lightweight Defense Against Prompt Injections in LLMs
by: Sekar, Anirudh, et al.
Published: (2026)
by: Sekar, Anirudh, et al.
Published: (2026)
Meta SecAlign: A Secure Foundation LLM Against Prompt Injection Attacks
by: Chen, Sizhe, et al.
Published: (2025)
by: Chen, Sizhe, et al.
Published: (2025)
Parser-Free Querying of Security Logs
by: Luo, Evan, et al.
Published: (2026)
by: Luo, Evan, et al.
Published: (2026)
PubDef: Defending Against Transfer Attacks From Public Models
by: Sitawarin, Chawin, et al.
Published: (2023)
by: Sitawarin, Chawin, et al.
Published: (2023)
Formalizing and Benchmarking Prompt Injection Attacks and Defenses
by: Liu, Yupei, et al.
Published: (2023)
by: Liu, Yupei, et al.
Published: (2023)
SecAlign: Defending Against Prompt Injection with Preference Optimization
by: Chen, Sizhe, et al.
Published: (2024)
by: Chen, Sizhe, et al.
Published: (2024)
Lessons from Defending Gemini Against Indirect Prompt Injections
by: Shi, Chongyang, et al.
Published: (2025)
by: Shi, Chongyang, et al.
Published: (2025)
Fingerprinting LLMs via Prompt Injection
by: Hu, Yuepeng, et al.
Published: (2025)
by: Hu, Yuepeng, et al.
Published: (2025)
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents
by: An, Hengyu, et al.
Published: (2025)
by: An, Hengyu, et al.
Published: (2025)
Is Your Prompt Safe? Investigating Prompt Injection Attacks Against Open-Source LLMs
by: Wang, Jiawen, et al.
Published: (2025)
by: Wang, Jiawen, et al.
Published: (2025)
Scalable Defense against In-the-wild Jailbreaking Attacks with Safety Context Retrieval
by: Chen, Taiye, et al.
Published: (2025)
by: Chen, Taiye, et al.
Published: (2025)
Checkpoint-GCG: Auditing and Attacking Fine-Tuning-Based Prompt Injection Defenses
by: Yang, Xiaoxue, et al.
Published: (2025)
by: Yang, Xiaoxue, et al.
Published: (2025)
AttnTrace: Contextual Attribution of Prompt Injection and Knowledge Corruption
by: Wang, Yanting, et al.
Published: (2025)
by: Wang, Yanting, et al.
Published: (2025)
Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods
by: Chen, Yulin, et al.
Published: (2025)
by: Chen, Yulin, et al.
Published: (2025)
Defense Against Prompt Injection Attack by Leveraging Attack Techniques
by: Chen, Yulin, et al.
Published: (2024)
by: Chen, Yulin, et al.
Published: (2024)
The Landscape of Prompt Injection Threats in LLM Agents: From Taxonomy to Analysis
by: Wang, Peiran, et al.
Published: (2026)
by: Wang, Peiran, et al.
Published: (2026)
Cross-Task Defense: Instruction-Tuning LLMs for Content Safety
by: Fu, Yu, et al.
Published: (2024)
by: Fu, Yu, et al.
Published: (2024)
Prompt Injection as Role Confusion
by: Ye, Charles, et al.
Published: (2026)
by: Ye, Charles, et al.
Published: (2026)
May I have your Attention? Breaking Fine-Tuning based Prompt Injection Defenses using Architecture-Aware Attacks
by: Pandya, Nishit V., et al.
Published: (2025)
by: Pandya, Nishit V., et al.
Published: (2025)
The Defense Trilemma: Why Prompt Injection Defense Wrappers Fail?
by: Bhatt, Manish, et al.
Published: (2026)
by: Bhatt, Manish, et al.
Published: (2026)
Preventing Jailbreak Prompts as Malicious Tools for Cybercriminals: A Cyber Defense Perspective
by: Tshimula, Jean Marie, et al.
Published: (2024)
by: Tshimula, Jean Marie, et al.
Published: (2024)
Adversarial Attacks on LLM-as-a-Judge Systems: Insights from Prompt Injections
by: Maloyan, Narek, et al.
Published: (2025)
by: Maloyan, Narek, et al.
Published: (2025)
Beyond Pattern Matching: Seven Cross-Domain Techniques for Prompt Injection Detection
by: Munirathinam, Thamilvendhan
Published: (2026)
by: Munirathinam, Thamilvendhan
Published: (2026)
Defenses & Enablers For Skill Injection Attacks on Terminal Based Agents
by: Fujinuma, Yoshinari, et al.
Published: (2026)
by: Fujinuma, Yoshinari, et al.
Published: (2026)
AEIOU: A Unified Defense Framework against NSFW Prompts in Text-to-Image Models
by: Wang, Yiming, et al.
Published: (2024)
by: Wang, Yiming, et al.
Published: (2024)
Fight Back Against Jailbreaking via Prompt Adversarial Tuning
by: Mo, Yichuan, et al.
Published: (2024)
by: Mo, Yichuan, et al.
Published: (2024)
EvoDefense: Co-Evolving Black-Box Defense with Large Language Models
by: Li, Yu, et al.
Published: (2026)
by: Li, Yu, et al.
Published: (2026)
Similar Items
-
StruQ: Defending Against Prompt Injection with Structured Queries
by: Chen, Sizhe, et al.
Published: (2024) -
Defending Against Prompt Injection With a Few DefensiveTokens
by: Chen, Sizhe, et al.
Published: (2025) -
JailbreaksOverTime: Detecting Jailbreak Attacks Under Distribution Shift
by: Piet, Julien, et al.
Published: (2025) -
Defending Against Prompt Injection with DataFilter
by: Wang, Yizhu, et al.
Published: (2025) -
Mark My Words: Analyzing and Evaluating Language Model Watermarks
by: Piet, Julien, et al.
Published: (2023)