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Home/Authors/James Flemings

James Flemings

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
Benchmarked
0

Publications per year

1
26

Top categories

Crypto×1ML×1

Frequent co-authors

Murali Annavaram1×

Research Timeline

2026
PrivacySIM: Evaluating LLM Simulation of User Privacy Behavior

The paper introduces PrivacySIM, an evaluation suite that benchmarks how well LLMs can simulate individual user privacy decisions based on persona attributes, finding that while conditioning improves accuracy, current models still fall far short of true individual simulation.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.LGRecentMay 12, 2026

PrivacySIM: Evaluating LLM Simulation of User Privacy Behavior

James Flemings, Murali Annavaram

The paper introduces PrivacySIM, an evaluation suite that benchmarks how well LLMs can simulate individual user privacy decisions based on persona attributes, finding that while conditioning improves…

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