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feat: Add PII probing transforms and scoring #315

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Merged
rdheekonda merged 3 commits into from
Jan 27, 2026
Merged

feat: Add PII probing transforms and scoring #315

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f9a263b
feat: add PII extraction transforms and advanced scoring
rdheekonda Jan 26, 2026
c7b62ef
chore: apply formatting fixes from pre-commit hooks
rdheekonda Jan 26, 2026
d5e272f
fix: split string to avoid false positive in key detection
rdheekonda Jan 26, 2026
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12 changes: 12 additions & 0 deletions dreadnode/scorers/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -40,6 +40,13 @@
from dreadnode.scorers.length import length_in_range, length_ratio, length_target
from dreadnode.scorers.lexical import type_token_ratio
from dreadnode.scorers.pii import detect_pii, detect_pii_with_presidio
from dreadnode.scorers.pii_advanced import (
calculate_disclosure_rate_with_ci,
credential_leakage,
pii_disclosure_rate,
training_data_memorization,
wilson_score_interval,
)
from dreadnode.scorers.readability import readability
from dreadnode.scorers.sentiment import sentiment, sentiment_with_perspective
from dreadnode.scorers.tool_invocation import (
Expand Down Expand Up @@ -77,10 +84,12 @@
"any_tool_invoked",
"avg",
"bleu",
"calculate_disclosure_rate_with_ci",
"character_consistency",
"clip",
"contains",
"contains_crucible_flag",
"credential_leakage",
"detect_ansi_escapes",
"detect_bias",
"detect_harm_with_openai",
Expand All @@ -105,6 +114,7 @@
"normalize",
"not_",
"or_",
"pii_disclosure_rate",
"readability",
"remap_range",
"scale",
Expand All @@ -121,8 +131,10 @@
"tool_count",
"tool_invoked",
"tool_selection_safety",
"training_data_memorization",
"type_token_ratio",
"weighted_avg",
"wilson_score_interval",
"wrap_chat",
"zero_shot_classification",
]
Expand Down
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