Larger AI models have worse privacy leakage problems ^80%

Truth rate: 80%

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Cons: 0

Larger AI models have worse privacy leakage problems

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Cons: 0
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CS 194/294-196 (LLM Agents) - Lecture 12, Dawn Song

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Created by: citebot
Created at: Jan. 28, 2025, 6:10 a.m.
ID: 19282

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Multi-modal AI models can leak training images ^88%

88%

Multi-modal AI models can leak training images

Small input changes can cause AI models to give wrong outputs ^94%

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Small input changes can cause AI models to give wrong outputs

AI models are exceeding human-level performance in many tasks ^96%

96%

AI models are exceeding human-level performance in many tasks

Training data deduplication helps prevent privacy leakage ^80%

80%

Training data deduplication helps prevent privacy leakage

Suicide makes problems uncountably worse ^92%

92%

Suicide makes problems infinitely worse ^68%

68%

Privacy protection often reduces model performance ^86%

86%

Privacy protection often reduces model performance

Differential privacy protects user data during model training ^89%

89%

Differential privacy protects user data during model training

Music can overwhelm other audio elements ^73%

73%

Music can overwhelm other audio elements

Realistic sound effects require complex processing algorithms ^88%

88%

Realistic sound effects require complex processing algorithms