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NVIDIA/garak

https://github.com/NVIDIA/garak · scanned 2026-05-15 16:00 UTC (4 weeks ago) · 10 languages

169 raw signals (18 security + 151 graph) 78th percentile · Python · medium (20-100K LoC) System graph score 76 (higher by 3)

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Complete repo analysis

Last scanned 4 weeks ago · v1 · 10 actionable findings from 1 signal source. 3 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
75.3
/100
Security checks
74
10 findings
System graph
76
100.0% cov · 0 findings
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 60.0 0.15 9.00
security_score 83.5 0.25 20.88
testing_score 100.0 0.20 20.00
documentation_score 81.0 0.15 12.15
practices_score 65.0 0.15 9.75
code_quality 73.1 0.10 7.31
Overall 1.00 79.1
Calibrated penalty buckets (security_score): threat: 16.5
Severity distribution — click a segment to filter
Active filters: severity: low × excluding tests × Reset all
Severity: Critical 0 High 4 Medium 2 Low 3 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 10 System graph 0 Crowd 0 Layer: Security 6 Quality 3 Software 1
Scan summary Quality grade B+ (79/100). Dimensions: security 84, maintainability 60. 18 findings. 67,009 lines analyzed.

Showing 3 of 10 actionable findings. 13 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

low Security checks quality Error handling conf 1.00 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
garak/evaluators/base.py:309
low Security checks quality Error handling conf 1.00 [ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level.
Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types.
garak/detectors/exploitation.py:128
low Security checks quality Quality conf 0.60 4 occurrences Duplicated implementation block across source files
Duplicate implementation blocks are maintenance debt. Keep them visible, but they are not a high-severity defect unless the duplicated logic is security-sensitive or drifting.
4 files, 4 locations
garak-report/src/types/ProbesChart.ts:32
garak/analyze/get_tree.py:60
garak/analyze/qual_review.py:160
garak/probes/fitd.py:84
duplicationquality
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