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Privacy and Utility Evaluation on PrivacyLens Sequential (4 agents)
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87
Privacy Score
ADAPT
42.28
53.89
65.5
77.11
May 21, 2026
Privacy Score
Task Success Rate
Helpfulness Score
Leakage Rate
ASR Score
Updated 12d ago
Evaluation Results
Method
Method
Links
Privacy Score
Task Success Rate
Helpfulness Score
Leakage Rate
ASR Score
ADAPT
Backbone=Gemma-9B, Top...
2026.05
87
44
30.5
13
31.5
PrivAct
Backbone=Gemma-9B, Top...
2026.05
83.5
71.5
64
16.5
83
Full-System LCGuard
Backbone=Gemma-9B, Top...
2026.05
82.5
72.5
73.5
17.5
20.5
Per-Agent LCGuard
Backbone=Gemma-9B, Top...
2026.05
79
69
67.5
21
24.5
Vanilla KV Sharing (LatentMAS)
Backbone=Gemma-9B, Top...
2026.05
44
74
80.5
56
88.5
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