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ResearchFormerly WizWand

Multi-tool Threshold Poisoning Attack

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

Scenario IV Office Manager Cline v3.35.0

100Attack Success Rate (ASR)

4

Jun 26, 2026

Scenario IV Office Manager Cherry Studio v1.5.11

100ASR

4

Jun 26, 2026

Scenario III: Financial Analyst Cline v3.35.0

100ASR (Attack Success Rate)

4

Jun 26, 2026

Scenario III: Financial Analyst Cherry Studio v1.5.11

100ASR

4

Jun 26, 2026

Cline Scenario II: Coding Assistant v3.35.0

96ASR

4

Jun 26, 2026

Scenario II Coding Assistant Cherry Studio v1.5.11

100ASR

4

Jun 26, 2026

Cline Scenario I Travel Assistant v3.35.0

96Attack Success Rate (ASR)

4

Jun 26, 2026

Scenario I Travel Assistant Cherry Studio v1.5.11

100ASR

4

Jun 26, 2026