Original ResearchPublished 12 August 2026DKFraudNet: a knowledge-guided adversarial learning framework for fraud user detectionYingjun Shen · Renda Shi · Kaixi Song · Yunpeng LiFrontiers in Big Datadoi 10.3389/fdata.2026.1887075