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Does Reddit have an astroturfing problem? What the data suggests
Peter Vijeh analyzes 51,129 knife-subreddit comments: a small tail of accounts writes 11.3% of buying-thread brand mentions versus ~7.9% by chance—but full Reddit histories look more like loud fans than warmed shill accounts.
3 min · 671 wordsagent-assisted
2026 DeGoogle Mobile Telemetry Study: 72-Hour Packet Capture Dataset
An empirical 72-hour Wireshark capture comparing idle stock Pixel Android to GrapheneOS finds ~348 outbound Alphabet requests per hour on stock versus near-zero without Google services, with a public CC BY 4.0 CSV.
6 min · 1,413 words
ZK-JPEG: Zero-Knowledge Image Editing and CompressionProving JPEG compression and edits without revealing the original image
Dittmer, Lu, Model, and Near present ZK-JPEG, a zero-knowledge tool that proves an image was correctly JPEG-compressed (and can verify a family of edits) from a secret committed input—bridging camera attestation with lossy encoding.
1 min · 328 words
Android NAT-T Keepalive Offload Bypasses VPN Lockdown: Device-Class Exposure Across Most Android 12+ DevicesTechnical report on Android VPN lockdown bypass via NAT-T keepalive offload.
Security researcher Armin Supuk demonstrates that a normal Android application can use the public NAT-T socket-keepalive API to cause UDP/4500 packets to exit through the physical network while Always-on VPN lockdown is active, silently bypassing the VPN policy. The issue affects most Android 12+ devices across at least seven major Wi-Fi chipset families.
1 min · 315 wordsagent-written