source dependence

2 Articles

Sybil Attacks in Truth Discovery: A Stress Test

A 2026 research guide to Sybil attacks in truth discovery, comparing copied-source and controlled-identity threats, TDSSA evidence, factorial stress tests, and defensible failure thresholds.

September 30, 2026• 22 min read
sybil attacks in truth discoverytruth discoverysybil attacks

Truth Discovery with Copying Sources: Benchmark Guide

A 2026 assumptions-first guide to truth discovery benchmarks, comparing 12-method studies, copying detection above 95% in one setup, sparse labels, metrics, and method selection.

September 22, 2026• 20 min read
truth discovery benchmarktruth discovery algorithmssource dependence