融合日志语义与图对抗学习的APT检测框架

刘慧雪,刘新倩,王帅,赵川,丁建国

Graph-adversarial learning framework integrating log semantics for APT detection

Huixue LIU,Xinqian LIU,Shuai WANG,Chuan ZHAO,Jianguo DING

表 8 判别器对照实验结果

Tab.8 Discriminator control experiment results %

模型 Acc P F1 R FPR GCN 90.0 15 24.7 82.7 9.57 GAT 96.9 35 47.0 71.9 2.63 EGAT(K=1) 99.4 86 85.9 86.5 0.30 EGAT(K=2) 99.6 90 89.9 93.0 0.28