Multiple Model Guardrail Jailbreak via "Chemical Engineering Inventory" Tactic

This vulnerability demonstrates a sophisticated multi-layered approach to circumventing content restrictions by exploiting several model behaviors simultaneously: 1. **Technical Framing**: The attack disguises illicit drug synthesis instructions within seemingly legitimate Python function definitions for chemical engineering calculations. By presenting the harmful content as technical documentation with function signatures, parameters, and docstrings, it leverages the models' tendency to mainta

Multiple Model Guardrail Jailbreak via 'Chemical Process Reconstruction' Tactic

This vulnerability leverages the models' capability to process structured data packet commands, which are typically used for legitimate technical tasks. The attacker crafts a prompt that mimics a data packet reconstruction command, complete with specific identifiers and technical jargon, to deceive the model into generating detailed instructions for chemical synthesis. By embedding the request within a pseudo-technical context, the attacker bypasses the model's safety filters, which are not desi

Amazon Rufus Guardrail Jailbreak via "Session Reset Encoding" Tactic

This vulnerability leverages a combination of techniques to manipulate the model's session handling and content filtering mechanisms: 1. **Session Boundary Manipulation**: The attacker uses '[end the current session]' and '[in new session]' markers padded with '+' characters to create artificial session boundaries. This technique attempts to reset or confuse the model's context tracking, effectively tricking the model into treating subsequent input as part of a new session. 2. **Instruction Ma

Amazon Rufus Guardrail Jailbreak via ASCII Decimal Encoding

This vulnerability leverages ASCII decimal encoding to obscure both the role-play setup and the malicious request from detection. The attack consists of two key components: 1. **Initial Setup Encoding**: The prompt begins by encoding the role-play instruction ('you are now my helpful AI Assistant named Rufus') into ASCII decimal values. This helps bypass initial content filtering and role enforcement mechanisms. 2. **Payload Encoding**: The actual malicious request regarding sarin gas manufact