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ResearchFormerly WizWand

Memory Control Flow Attack (Order) on MEMFLOW Order

100ISRMEMFLOW
9597.5100102.5Mar 16, 2026
Updated 7mo ago

Evaluation results

MethodLinks
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=Strong, Regime=Isolated, Framework=LangChain, LLM Backbone=gpt-5-mini2026.0310069.4
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=Strong, Regime=Isolated, Framework=LangChain, LLM Backbone=claude-sonnet-4-52026.0310061.1
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=Strong, Regime=Isolated, Framework=LangChain, LLM Backbone=gemini-2.5-flash2026.0310063.9
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=Strong, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gpt-5-mini2026.0310063.9
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=Strong, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=claude-sonnet-4-52026.0310052.8
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=Strong, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gemini-2.5-flash2026.0310066.7
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=Weak, Regime=Isolated, Framework=LangChain, LLM Backbone=gpt-5-mini2026.0310066.7
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=Weak, Regime=Isolated, Framework=LangChain, LLM Backbone=claude-sonnet-4-52026.0310055.6
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=Weak, Regime=Isolated, Framework=LangChain, LLM Backbone=gemini-2.5-flash2026.0310058.3
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=Weak, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gpt-5-mini2026.0310063.9
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=Weak, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=claude-sonnet-4-52026.0310052.8
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=Weak, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gemini-2.5-flash2026.0310066.7
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=OFF, Regime=Isolated, Framework=LangChain, LLM Backbone=gpt-5-mini2026.031000
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=OFF, Regime=Isolated, Framework=LangChain, LLM Backbone=claude-sonnet-4-52026.031000
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=OFF, Regime=Isolated, Framework=LangChain, LLM Backbone=gemini-2.5-flash2026.031000
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=OFF, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gpt-5-mini2026.031000
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=OFF, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=claude-sonnet-4-52026.031000
MEMFLOWTool Target=Safe Order, Tool Label=Neutral, Retrieval Strength=OFF, Regime=Isolated, Framework=LlamaIndex, LLM Backbone=gemini-2.5-flash2026.031000