# Memory Control Flow Attack (Resistance to Correction) on MEMFLOW Resistance Source: [Memory Control Flow Attack (Resistance to Correction) on MEMFLOW Resistance]() Collection index: [llms.txt]() Data updated: 2026-03-17T06:39:52.483Z Evaluation of model resistance to memory control flow attacks focusing specifically on the 'Resistance to Correction' aspect using the MEMFLOW Resistance dataset, measured by Instruction Success Rate (ISR) and Attack Success Rate (ASR). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Memory Control Flow Attack (Resistance to Correction) | | Dataset (including any stated split) | MEMFLOW Resistance | | Metric | Instruction Success Rate (ISR) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Instruction Success Rate (ISR)](): Higher is better; unit: PERCENT. - [Attack Success Rate (ASR)](): Lower is better; unit: PERCENT. ## Recorded results | Method | Instruction Success Rate (ISR) | Result date | Report paper | | --- | --- | --- | --- | | MEMFLOW | 100 | Not recorded | 69b8e0620636e5bf4afbf051 | | MEMFLOW | 100 | Not recorded | 69b8e0620636e5bf4afbf051 | | MEMFLOW | 100 | Not recorded | 69b8e0620636e5bf4afbf051 | | MEMFLOW | 100 | Not recorded | 69b8e0620636e5bf4afbf051 | | MEMFLOW | 100 | Not recorded | 69b8e0620636e5bf4afbf051 | | MEMFLOW | 100 | Not recorded | 69b8e0620636e5bf4afbf051 | | MEMFLOW | 100 | Not recorded | 69b8e0620636e5bf4afbf051 | | MEMFLOW | 100 | Not recorded | 69b8e0620636e5bf4afbf051 | | MEMFLOW | 100 | Not recorded | 69b8e0620636e5bf4afbf051 | | MEMFLOW | 100 | Not recorded | 69b8e0620636e5bf4afbf051 | | MEMFLOW | 100 | Not recorded | 69b8e0620636e5bf4afbf051 | | MEMFLOW | 100 | Not recorded | 69b8e0620636e5bf4afbf051 | ### MEMFLOW Instruction Success Rate (ISR): 100. Result ID: 69b8f69547f34ce924a0cd82. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tool Target":"Safe Tool","Tool Label":"Neutral","Retrieval Strength":"Strong","Regime":"Online","Framework":"LangChain","LLM Backbone":"gpt-5-mini"}. This record does not assert independent reproduction. ### MEMFLOW Instruction Success Rate (ISR): 100. Result ID: 69b8f69547f34ce924a0cd83. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tool Target":"Safe Tool","Tool Label":"Neutral","Retrieval Strength":"Strong","Regime":"Online","Framework":"LangChain","LLM Backbone":"claude-sonnet-4-5"}. This record does not assert independent reproduction. ### MEMFLOW Instruction Success Rate (ISR): 100. Result ID: 69b8f69547f34ce924a0cd84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tool Target":"Safe Tool","Tool Label":"Neutral","Retrieval Strength":"Strong","Regime":"Online","Framework":"LangChain","LLM Backbone":"gemini-2.5-flash"}. This record does not assert independent reproduction. ### MEMFLOW Instruction Success Rate (ISR): 100. Result ID: 69b8f69547f34ce924a0cd85. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tool Target":"Safe Tool","Tool Label":"Neutral","Retrieval Strength":"Strong","Regime":"Online","Framework":"LlamaIndex","LLM Backbone":"gpt-5-mini"}. This record does not assert independent reproduction. ### MEMFLOW Instruction Success Rate (ISR): 100. Result ID: 69b8f69547f34ce924a0cd86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tool Target":"Safe Tool","Tool Label":"Neutral","Retrieval Strength":"Strong","Regime":"Online","Framework":"LlamaIndex","LLM Backbone":"claude-sonnet-4-5"}. This record does not assert independent reproduction. ### MEMFLOW Instruction Success Rate (ISR): 100. Result ID: 69b8f69547f34ce924a0cd87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tool Target":"Safe Tool","Tool Label":"Neutral","Retrieval Strength":"Strong","Regime":"Online","Framework":"LlamaIndex","LLM Backbone":"gemini-2.5-flash"}. This record does not assert independent reproduction. ### MEMFLOW Instruction Success Rate (ISR): 100. Result ID: 69b8f69547f34ce924a0cd88. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tool Target":"Safe Tool","Tool Label":"Neutral","Retrieval Strength":"Weak","Regime":"Online","Framework":"LangChain","LLM Backbone":"gpt-5-mini"}. This record does not assert independent reproduction. ### MEMFLOW Instruction Success Rate (ISR): 100. Result ID: 69b8f69547f34ce924a0cd89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tool Target":"Safe Tool","Tool Label":"Neutral","Retrieval Strength":"Weak","Regime":"Online","Framework":"LangChain","LLM Backbone":"claude-sonnet-4-5"}. This record does not assert independent reproduction. ### MEMFLOW Instruction Success Rate (ISR): 100. Result ID: 69b8f69547f34ce924a0cd8a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tool Target":"Safe Tool","Tool Label":"Neutral","Retrieval Strength":"Weak","Regime":"Online","Framework":"LangChain","LLM Backbone":"gemini-2.5-flash"}. This record does not assert independent reproduction. ### MEMFLOW Instruction Success Rate (ISR): 100. Result ID: 69b8f69547f34ce924a0cd8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tool Target":"Safe Tool","Tool Label":"Neutral","Retrieval Strength":"Weak","Regime":"Online","Framework":"LlamaIndex","LLM Backbone":"gpt-5-mini"}. This record does not assert independent reproduction. ### MEMFLOW Instruction Success Rate (ISR): 100. Result ID: 69b8f69547f34ce924a0cd8c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tool Target":"Safe Tool","Tool Label":"Neutral","Retrieval Strength":"Weak","Regime":"Online","Framework":"LlamaIndex","LLM Backbone":"claude-sonnet-4-5"}. This record does not assert independent reproduction. ### MEMFLOW Instruction Success Rate (ISR): 100. Result ID: 69b8f69547f34ce924a0cd8d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tool Target":"Safe Tool","Tool Label":"Neutral","Retrieval Strength":"Weak","Regime":"Online","Framework":"LlamaIndex","LLM Backbone":"gemini-2.5-flash"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.