AI Risk Database

microsoft/resnet-50

image-classification
huggingface
pytorch
jax
transformers

Model

Repository URLhttps://huggingface.co/microsoft/resnet-50
Repository Typehuggingface
Commit DateJul 01, 2022
Commit Hashf5104f67a0a8892c17fa776add3e55999dc67893
Authormicrosoft
Reputation
Downloads2752575
Likes124
VulnerabilitiesNone

Top Vulnerability Reports

warning
Severe sensitivity to Square AttackAffects 1 model
reported by robustintelligenceJan 07, 23
warning
Severe sensitivity to Gaussian BlurAffects 1 model
reported by robustintelligenceJan 07, 23
warning
Severe sensitivity to Contrast IncreaseAffects 1 model
reported by robustintelligenceJan 07, 23
warning
Severe sensitivity to Randomize Pixels With MaskAffects 1 model
reported by robustintelligenceJan 07, 23
warning
Severe sensitivity to Gaussian NoiseAffects 1 model
reported by robustintelligenceJan 07, 23

Model Versions

@4067a2728b9c93fbd67b9d5a30b03495ac74a46e10 March 2023
@f5104f67a0a8892c17fa776add3e55999dc6789301 July 2022

Software Bill of Materials

.gitattributes1.2 KB
README.md2.7 KB
config.json69.6 KB
preprocessor_config.json266 bytes

Risk Overview

Overall Risk Score
Alert
30th percentile
Operational Risk Score
Alert
41th percentile
Security Risk Score
Alert
21th percentile
Fairness Risk Score
n/a