Unverified50% confidenceFactExact time
In image classification, a panda image that appears normal to the human eye, after being overlaid with noise invisible to the naked eye, is misclassified by the model as a gibbon with extremely high confidence.
1
Sources
50%
Confidence
Long-term
Relevance
9/19/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedAfter superimposing tiny perturbations that are nearly invisible to the human eye onto an image correctly classified by a neural network, the model output will produce an error with extremely high confidence.66% similarUnverifiedAdversarial sample attacks can add noise to images that is nearly imperceptible to the human eye yet causes models to produce incorrect classifications60% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/935661API
curl https://kongchang.com/api/v1/knowledge/claims/935661MCP
get_claim(id=935661)