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Platforms in 2025 use a mix of legacy and emerging techniques: hash-matching against databases for known CSAM, predictive/machine‑learning classifiers to flag novel or modified images and videos, and ...
Investigators can establish access to CSAM without a suspect’s physical device by tracing cloud-stored matches, server logs, account metadata, and financial or network traces — for example, on-device ...
A growing body of open-source and government reporting finds clear, case-level links between many recent domestic attacks and —especially for lone actors and small networks who consume and circulate e...
Platforms in 2025 combine legacy hash‑matching with new AI classifiers, third‑party moderation vendors, industry signal‑sharing and legal reporting obligations to detect and remove AI‑generated CSAM; ...
Machine-learning classifiers (often called CSAM classifiers or predictive AI) are presented by multiple child-safety organizations and vendors as the primary way to find novel or obfuscated CSAM that ...