{"data":{"id":"9888941f-90e3-443b-aa60-7721e6d5d0d5","title":"Video: Understanding Image Scaling Attacks","summary":"Adversaries can hide a smaller image within a larger one so that it becomes visible when a computer resizes the image using insecure interpolation (a method of calculating pixel values between known points). The video demonstrates this attack technique and explains how to prevent it from happening.","solution":"The source mentions that mitigation is discussed in the video but does not explicitly state the mitigation steps in the text provided. N/A -- no specific mitigation described in source.","labels":["security","research"],"sourceUrl":"https://embracethered.com/blog/posts/2021/video-image-scaling-attacks/","publishedAt":"2021-10-12T07:02:00.000Z","cveId":null,"cweIds":null,"cvssScore":null,"cvssSeverity":null,"severity":"info","attackType":["model_evasion"],"issueType":"news","affectedPackages":null,"affectedVendors":[],"affectedVendorsRaw":[],"classifierModel":"claude-haiku-4-5-20251001","classifierPromptVersion":"v3","cvssVector":null,"attackVector":null,"attackComplexity":null,"privilegesRequired":null,"userInteraction":null,"exploitMaturity":null,"epssScore":null,"patchAvailable":null,"disclosureDate":null,"capecIds":null,"crossRefCount":0,"attackSophistication":"moderate","impactType":["integrity"],"aiComponentTargeted":"inference","llmSpecific":false,"classifierConfidence":0.75,"researchCategory":null,"atlasIds":null}}