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VectorSmuggle: Covertly Exfiltrate Data in Embeddings

smugglereal

created: June 4, 2025, 8:31 p.m. | updated: June 5, 2025, 4:23 a.m.

📋 OverviewVectorSmuggle demonstrates techniques for covert data exfiltration through vector embeddings, showcasing how sensitive information can be hidden within seemingly legitimate RAG operations. generate_cover_story ( "data analysis project" ) # Mimic normal traffic patterns mimicry = TrafficMimicry ( base_interval = 300.0 ) await mimicry . reconstruct_timeline ( evidence )Detection SignaturesGenerate security detection rules:from analysis . ⚖️ Legal DisclaimerIMPORTANT: This repository and its contents are intended for educational and ethical security research purposes only. https://github.com/jaschadub/VectorSmuggleIEEE StyleJ. Wanger, "VectorSmuggle: A Comprehensive Framework for Vector-Based Data Exfiltration Research," Tarnover, LLC, 2025.

3 days, 13 hours ago: Hacker News: Front Page