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Memory Control Flow Attack (Override) on MEMFLOW Override

100ISRMEMFLOW
97.08897.84498.699.356Mar 16, 2026

Evaluation results

MethodLinks
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=Strong, Regime=Isolated, Framework=LangChain, LLM Backbone=gpt-5-mini2026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=Strong, Regime=Isolated, Framework=LangChain, LLM Backbone=gemini-2.5-flash2026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=Strong, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gpt-5-mini2026.0310097.2
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=Strong, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=claude-sonnet-4-52026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=Strong, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gemini-2.5-flash2026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Neutral, Retrieval Strength=Strong, Regime=Isolated, Framework=LangChain, LLM Backbone=gpt-5-mini2026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Neutral, Retrieval Strength=Strong, Regime=Isolated, Framework=LangChain, LLM Backbone=claude-sonnet-4-52026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Neutral, Retrieval Strength=Strong, Regime=Isolated, Framework=LangChain, LLM Backbone=gemini-2.5-flash2026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Neutral, Retrieval Strength=Strong, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gpt-5-mini2026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Neutral, Retrieval Strength=Strong, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=claude-sonnet-4-52026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Neutral, Retrieval Strength=Strong, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gemini-2.5-flash2026.03100100
MEMFLOWTool Target=None, Tool Label=Harmful, Retrieval Strength=Strong, Regime=Isolated, Framework=LangChain, LLM Backbone=gpt-5-mini2026.03100100
MEMFLOWTool Target=None, Tool Label=Harmful, Retrieval Strength=Strong, Regime=Isolated, Framework=LangChain, LLM Backbone=claude-sonnet-4-52026.03100100
MEMFLOWTool Target=None, Tool Label=Harmful, Retrieval Strength=Strong, Regime=Isolated, Framework=LangChain, LLM Backbone=gemini-2.5-flash2026.03100100
MEMFLOWTool Target=None, Tool Label=Harmful, Retrieval Strength=Strong, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gpt-5-mini2026.03100100
MEMFLOWTool Target=None, Tool Label=Harmful, Retrieval Strength=Strong, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=claude-sonnet-4-52026.03100100
MEMFLOWTool Target=None, Tool Label=Harmful, Retrieval Strength=Strong, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gemini-2.5-flash2026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=Weak, Regime=Isolated, Framework=LangChain, LLM Backbone=gpt-5-mini2026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=Weak, Regime=Isolated, Framework=LangChain, LLM Backbone=claude-sonnet-4-52026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=Weak, Regime=Isolated, Framework=LangChain, LLM Backbone=gemini-2.5-flash2026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=Weak, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gpt-5-mini2026.0310091.7
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=Weak, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=claude-sonnet-4-52026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=Weak, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gemini-2.5-flash2026.03100100
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=OFF, Regime=Isolated, Framework=LangChain, LLM Backbone=gpt-5-mini2026.031000
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=OFF, Regime=Isolated, Framework=LangChain, LLM Backbone=claude-sonnet-4-52026.031000
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=OFF, Regime=Isolated, Framework=LangChain, LLM Backbone=gemini-2.5-flash2026.031000
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=OFF, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gpt-5-mini2026.031000
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=OFF, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=claude-sonnet-4-52026.031000
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=OFF, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gemini-2.5-flash2026.031000
MEMFLOWTool Target=Safe Tool, Tool Label=Harmful, Retrieval Strength=Strong, Regime=Isolated, Framework=LangChain, LLM Backbone=claude-sonnet-4-52026.0397.297.2