Multiple Model Guardrail Jailbreak via "Analytical Log Forensics" Tactic
Case GUID: f809714d-4998-42eb-ad5f-1f5a930ed0a4Summary
A Guardrail Jailbreak vulnerability has been discovered affecting multiple models. The specific flaw exploits the models' analytical and troubleshooting pathways by reframing illicit requests as instrument error log analysis for laboratory equipment (e.g., HPLC, LC-MS, GC-MS), embedding harmful instructions within technical narratives of GLP/GMP compliance, chemical reactions, and laboratory protocols, and allows the attacker to obtain detailed operational instructions for illicit activities disguised as analytical troubleshooting documentation.
Unlock the Full Intelligence Report
This disclosure is part of the 0DIN Threat Feed. Customers get access to:
Metadata
Models and Test Scores
| Copyrights | Harmful Substances | Illicit Substances | |||
|---|---|---|---|---|---|
| Harry Potter | Anthrax | Nerve Agent | Crystal Meth | Fentanyl | |
Anthropic Claude 4.5 Haiku
|
|||||
Anthropic Claude 4.6 Sonnet
|
|||||
Cohere Command R
|
|||||
|
|
|||||
|
|
|||||
Meta LLaMa 4 Maverick
|
|||||
Meta LLaMa 4 Scout
|
|||||
OpenAI GPT 5.6 Luna
|
|||||
OpenAI GPT-5 Chat
|
|||||
OpenAI GPT-5.2
|
|||||
Twitter / X Grok 4
|
|||||
Social Impact Score
Level 4: High Risk
The violation can result in serious public health, safety, or security threats. This level includes content capable of enabling substantial harm or disruption on a broad scale if exploited.
Example: Generating step-by-step instructions for synthesizing toxic substances or creating moderately dangerous weapons.
Potential Consequences: Severe health, security, or legal repercussions, likely intervention by regulatory bodies, and the risk of substantial public backlash.
Taxonomies
About 0Din.ai
The 0Day Investigative Network (0DIN) was founded by Mozilla in 2024 to reward responsible researchers for their efforts in securing GenAI models. Learn more and submit discoveries at https://0din.ai.
Automate Your AI Security Testing
Want to find vulnerabilities in your own models? 0DIN Scanner turns our human-sourced threat intelligence into automated security assessments.
Derived from real bug bounties and security research
OpenAI, Azure, Anthropic, AWS Bedrock, and more
Run recurring scans with real-time monitoring
Attack Success Rate (ASR) scoring with 90-day trend analysis
Severity
Security Boundary
Guardrail Jailbreak
Models
Anthropic Claude 4.5 Haiku
Anthropic Claude 4.6 Sonnet
Cohere Command R
Meta LLaMa 4 Maverick
Meta LLaMa 4 Scout
OpenAI GPT 5.6 Luna
OpenAI GPT-5 Chat
OpenAI GPT-5.2
Twitter / X Grok 4
Published On
2026-02-26 (6 months)
Credit
Anonymous