List your company
ResearchFormerly WizWand

Memory Attack on CSQA

1.67ASR@3G-Safeguard
0.36369.18181826.8182Aug 11, 2025
Updated 6mo ago

Evaluation results

MethodLinks
G-SafeguardTopology=Star, Backbone LLM=GPT-4o-mini2025.081.6796.44
G-SafeguardTopology=Random, Backbone LLM=GPT-4o-mini2025.08595.56
G-SafeguardTopology=Tree, Backbone LLM=GPT-4o-mini2025.086.6793.78
BlindGuardTopology=Chain, Backbone LLM=GPT-4o-mini2025.08773.78
G-SafeguardTopology=Chain, Backbone LLM=GPT-4o-mini2025.087.6794.67
BlindGuardTopology=Tree, Backbone LLM=GPT-4o-mini2025.087.6772.89
BlindGuardTopology=Random, Backbone LLM=GPT-4o-mini2025.088.6775.56
BlindGuardTopology=Star, Backbone LLM=GPT-4o-mini2025.089.3376.44
TAMTopology=Tree, Backbone LLM=GPT-4o-mini2025.081354.67
TAMTopology=Chain, Backbone LLM=GPT-4o-mini2025.0813.3351.11
PREMTopology=Tree, Backbone LLM=GPT-4o-mini2025.081464.44
PREMTopology=Chain, Backbone LLM=GPT-4o-mini2025.0815.6768.89
PREMTopology=Random, Backbone LLM=GPT-4o-mini2025.0816.6764.44
DOMINANTTopology=Chain, Backbone LLM=GPT-4o-mini2025.0818.6736.44
TAMTopology=Star, Backbone LLM=GPT-4o-mini2025.081961.33
PREMTopology=Star, Backbone LLM=GPT-4o-mini2025.082070.22
No DefenseTopology=Tree, Backbone LLM=GPT-4o-mini2025.0821.33—
DOMINANTTopology=Tree, Backbone LLM=GPT-4o-mini2025.0821.6740.44
No DefenseTopology=Random, Backbone LLM=GPT-4o-mini2025.0824—
No DefenseTopology=Chain, Backbone LLM=GPT-4o-mini2025.0826.67—
DOMINANTTopology=Star, Backbone LLM=GPT-4o-mini2025.0826.6736.44
TAMTopology=Random, Backbone LLM=GPT-4o-mini2025.0826.6752
No DefenseTopology=Star, Backbone LLM=GPT-4o-mini2025.0827—
DOMINANTTopology=Random, Backbone LLM=GPT-4o-mini2025.0834.3338.22