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Text Reconstruction on PIIs
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3.73
Perplexity (PPL)
AIA
3.2864
6.2807
9.275
12.2693
Feb 22, 2025
Perplexity (PPL)
ROUGE-1
ROUGE-2
ROUGE-L
BLEU-1
BLEU-2
BLEU-4
Cosine Similarity (COS)
Updated 4d ago
Evaluation Results
Method
Method
Links
Perplexity (PPL)
ROUGE-1
ROUGE-2
ROUGE-L
BLEU-1
BLEU-2
BLEU-4
Cosine Similarity (COS)
AIA
Victim Model=GPT2-XL
2025.02
3.73
84
74
84
77
71
59
89
AIA
Victim Model=LLaMA3-8B
2025.02
7.36
80
67
79
73
66
54
77
AIA
Victim Model=Bloom-7B1
2025.02
14.82
80
67
80
67
60
47
89
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