MIRAGE: Protecting against Malicious Image Editing via False Moderation

2026-06-26T07:23:32Z3946966ccb30d4da5f91f70282616537cdcf1afb3442f344da32a88484b4819a
AI securityCKKSCyberChainBenchGo modulesMIRAGESVD truncationTEMPO-Diffusionadversarial examplesblockchain exploitsdata leakagedataset/CALISAdiffusion model backdoorfertility appshomomorphic encryption (HE)image moderationmalicious packagesmeasurement studymodel immunizationprivacyprivacy sandboxsemantic search privacysmart contract securitysoftware supply chainsupply chainweb privacy

What happened

This feed contains multiple security- and privacy-focused research papers (arXiv, 26 Jun 2026) covering attacks, defenses, measurement, and infrastructure: (1) MIRAGE — a practical image “immunization” technique that adversarially perturbs photos to trigger pre-generation safety/moderation classifiers and block commercial image-editing APIs (reported >88% success); (2) TEMPO-Diffusion — a temporally localized, targeted backdoor framework for diffusion models that enables class- and region-specific poisoning and high downstream attack success; (3) CyberChainBench — an end-to-end benchmark for L

Why it matters

A reviewed impact interpretation has not been published for this record.

Evidence and limitations

Source ID
arxiv_cs_cr
Record identifier
3946966ccb30d4da5f91f70282616537cdcf1afb3442f344da32a88484b4819a
Enrichment time
2026-06-26T07:23:32Z
AI-assisted enrichment
Yes

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