Safecloud: A Distributed, Encrypted Storage Cloud for Streaming

2026-06-10T07:23:30Z06c16069d17f3749f29ce5e07fe9df48da4e198a4638016bbb3be19b07f6fc85
AI agentsCI/CD securityCoAPFilecoinHKDFIoT DNS privacyLLM adaptationMerkle treeRF side‑channeladversarial MLbackscatterconvergent encryptioncopyright evasioncredential exfiltrationdeduplicationdiffusion modelsencrypted storagekeystroke inferencelatent diffusiononion routingprompt attacksprompt injectionproof-of-storageradio frequency fingerprinting (RFF)supply chain

What happened

This feed contains multiple security- and privacy-focused research papers with practical attack demonstrations, defenses, and frameworks. Notable high-impact findings include GitInject — an open-source framework demonstrating real-world prompt-injection attacks against AI agents in CI/CD workflows that can enable credential exfiltration, config-file injection, and supply-chain compromise; RadKey — a through‑wall RF backscatter system that achieves long-range keystroke inference using a batteryless tag and LLM-guided online adaptation; and TS‑LFO — a two-stage latent feature optimization attack

Why it matters

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

Evidence and limitations

Source ID
arxiv_cs_cr
Record identifier
06c16069d17f3749f29ce5e07fe9df48da4e198a4638016bbb3be19b07f6fc85
Enrichment time
2026-06-10T07:23:30Z
AI-assisted enrichment
Yes

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