{"id":22980,"date":"2025-09-13T09:15:41","date_gmt":"2025-09-13T06:15:41","guid":{"rendered":"https:\/\/cm.qu.edu.iq\/?p=22980"},"modified":"2025-09-13T09:15:41","modified_gmt":"2025-09-13T06:15:41","slug":"%d8%b1%d8%b3%d8%a7%d9%84%d8%a9-%d9%85%d8%a7%d8%ac%d8%b3%d8%aa%d9%8a%d8%b1-%d8%aa%d9%86%d8%a7%d9%82%d8%b4-%d9%85%d9%82%d8%aa%d8%b1%d8%ad-%d9%84%d9%83%d8%b4%d9%81-%d9%87%d8%ac%d9%85%d8%a7%d8%aa-%d8%ad","status":"publish","type":"post","link":"https:\/\/cm.qu.edu.iq\/?p=22980","title":{"rendered":"\u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u062a\u0646\u0627\u0642\u0634 \u0645\u0642\u062a\u0631\u062d \u0644\u0643\u0634\u0641 \u0647\u062c\u0645\u0627\u062a \u062d\u062c\u0628 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u0648\u0632\u0639\u0629 (DDoS) \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 XGBoost \u0627\u0644\u0645\u062d\u0633\u0651\u0646"},"content":{"rendered":"<p>\u062a\u0645\u062a \u0645\u0646\u0627\u0642\u0634\u0629 \u0627\u0644\u0637\u0627\u0644\u0628\u0629 \u0635\u0627\u0628\u0631\u064a\u0646 \u062d\u0627\u0643\u0645 \u0645\u0644\u0643 \u0639\u0646 \u0631\u0633\u0627\u0644\u062a\u0647\u0627 \u0644\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629<br \/>\nProposed framework for DDos Attack Detection Using Enhanced XGBoost<br \/>\n\u0627\u0637\u0627\u0631 \u0645\u0642\u062a\u0631\u062d \u0644\u0643\u0634\u0641 \u0647\u062c\u0645\u0627\u062a \u062d\u062c\u0628 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u0648\u0632\u0639\u0629 (DDoS) \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 XGBoost \u0627\u0644\u0645\u062d\u0633\u0651\u0646<br \/>\n\u0648\u0627\u0644\u062a\u064a \u062c\u0631\u062a \u064a\u0648\u0645 \u0627\u0644\u0627\u062d\u062f \u0627\u0644\u0645\u0648\u0627\u0641\u0642 31\u200f\/8\u200f\/2025 \u0639\u0644\u0649 \u0642\u0627\u0639\u0629 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627 \u0641\u064a \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0648\u062a\u0623\u0644\u0641\u062a \u0644\u062c\u0646\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0645\u0646:<br \/>\n\u0623.\u062f. \u0625\u0633\u0631\u0627\u0621 \u0635\u0627\u0644\u062d \u062d\u0633\u0646 \u2013 \u062c\u0627\u0645\u0639\u0629 \u0648\u0627\u0633\u0637 \/ \u0643\u0644\u064a\u0629 \u0627\u0644\u062a\u0631\u0628\u064a\u0629 \u0644\u0644\u0639\u0644\u0648\u0645 \u0627\u0644\u0635\u0631\u0641\u0629 \u2013 \u0631\u0626\u064a\u0633\u0627\u064b<br \/>\n\u0623.\u0645.\u062f. \u0623\u0633\u0627\u0645\u0629 \u0645\u062c\u064a\u062f \u0647\u0644\u0627\u0644 \u2013 \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0642\u0627\u062f\u0633\u064a\u0629 \/ \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u2013 \u0639\u0636\u0648\u0627\u064b<br \/>\n\u0645.\u062f. \u0632\u0647\u0631\u0627\u0621 \u062c\u0641\u0627\u062a \u0639\u0644\u064a\u0648\u064a \u2013 \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0642\u0627\u062f\u0633\u064a\u0629 \/ \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u2013 \u0639\u0636\u0648\u0627\u064b<br \/>\n\u0623.\u0645. \u0639\u0644\u0627\u0621 \u0639\u0628\u062f \u0627\u0644\u062d\u0633\u064a\u0646 \u062f\u0644\u064a\u062c \u2013 \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0642\u0627\u062f\u0633\u064a\u0629 \/ \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u2013 \u0639\u0636\u0648\u0627\u064b \u0648\u0645\u0634\u0631\u0641\u0627\u064b<br \/>\n\u062a\u064f\u0639\u062f \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a (Containers) \u062a\u0642\u0646\u064a\u0629 \u0627\u0633\u0627\u0633\u064a\u0629 \u0641\u064a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0648\u0628\u064f\u0646\u0649 \u0627\u0644\u062e\u062f\u0645\u0627\u062a \u0627\u0644\u0645\u0635\u063a\u0651\u0631\u0629 (Microservices)\u060c \u062d\u064a\u062b \u062a\u0648\u0641\u0631 \u0628\u064a\u0626\u0629 \u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u062e\u0641\u064a\u0641\u0629 \u0648\u0633\u0631\u064a\u0639\u0629 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0627\u0644\u0622\u0644\u0627\u062a \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 (VMs)\u060c \u0623\u062f\u0649 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f \u0639\u0644\u0649 \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0641\u064a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0633\u062d\u0627\u0628\u064a\u0629 \u0648\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0625\u0644\u0649 \u062a\u062d\u0642\u064a\u0642 \u0645\u0632\u0627\u064a\u0627 \u062a\u0634\u063a\u064a\u0644\u064a\u0629 \u0643\u0628\u064a\u0631\u0629\u060c \u0645\u062b\u0644 \u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0646\u0634\u0631\u060c \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639\u060c \u0648\u0643\u0641\u0627\u0621\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0648\u0627\u0631\u062f. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0647\u0630\u0627 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0627\u0644\u0645\u062a\u0646\u0627\u0645\u064a \u0639\u0644\u0649 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0632\u0627\u062f \u0645\u0646 \u062a\u0639\u0631\u0636 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0644\u0644\u062a\u0647\u062f\u064a\u062f\u0627\u062a \u0627\u0644\u0633\u064a\u0628\u0631\u0627\u0646\u064a\u0629 \u0627\u0644\u0645\u062a\u0637\u0648\u0631\u0629\u060c \u0648\u062e\u0627\u0635\u0629 \u0647\u062c\u0645\u0627\u062a \u062d\u062c\u0628 \u0627\u0644\u062e\u062f\u0645\u0629 \u0627\u0644\u0645\u0648\u0632\u0639\u0629 (DDoS). \u064a\u0645\u0643\u0646 \u0644\u0647\u0630\u0647 \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0623\u0646 \u062a\u062a\u0633\u0628\u0628 \u0641\u064a \u062e\u0633\u0627\u0626\u0631 \u0645\u0627\u0644\u064a\u0629 \u0643\u0628\u064a\u0631\u0629 \u060c \u0641\u0636\u0644\u0627\u064b \u0639\u0646 \u062a\u0623\u062b\u064a\u0631 \u0633\u0644\u0628\u064a \u0637\u0648\u064a\u0644 \u0627\u0644\u0645\u062f\u0649 \u0639\u0644\u0649 \u0633\u0645\u0639\u0629 \u0627\u0644\u0645\u0624\u0633\u0633\u0629 \u0648\u062b\u0642\u0629 \u0627\u0644\u0639\u0645\u0644\u0627\u0621. \u0643\u0645\u0627 \u0648\u062a\u0648\u0627\u062c\u0647 \u0627\u0646\u0638\u0645\u0629 \u0643\u0634\u0641 \u0627\u0644\u062a\u0633\u0644\u0644 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0635\u0639\u0648\u0628\u0629 \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0636\u0645\u0646 \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0628\u0633\u0628\u0628 \u0637\u0628\u064a\u0639\u062a\u0647\u0627 \u0627\u0644\u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0648\u0627\u0644\u0645\u0624\u0642\u062a\u0629. \u0641\u0627\u0644\u062a\u063a\u064a\u0631\u0627\u062a \u0627\u0644\u0633\u0631\u064a\u0639\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a\u060c \u0648\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0628\u064a\u0646 \u0627\u0644\u062e\u062f\u0645\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0646\u0648\u0627\u0629 \u0627\u0644\u0645\u0634\u062a\u0631\u0643\u0629\u060c \u062a\u064f\u0634\u0643\u0651\u0644 \u062a\u062d\u062f\u064a\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0641\u064a \u0643\u0634\u0641 \u0627\u0644\u0647\u062c\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0648\u0627\u0644\u062e\u0641\u064a\u0629. \u0644\u0645\u0648\u0627\u062c\u0647\u0629 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a\u060c \u062a\u0642\u062a\u0631\u062d \u0647\u0630\u0647 \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0625\u0637\u0627\u0631\u064b\u0627 \u0630\u0643\u064a\u064b\u0627 \u0648\u0641\u0639\u0627\u0644\u064b\u0627 \u0645\u062e\u0635\u0635\u064b\u0627 \u0644\u0643\u0634\u0641 \u0647\u062c\u0645\u0627\u062a DDoS \u0641\u064a \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a. \u064a\u0639\u062a\u0645\u062f \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0639\u0644\u0649 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 XGBoost \u0644\u062a\u062d\u0642\u064a\u0642 \u062a\u0635\u0646\u064a\u0641 \u062f\u0642\u064a\u0642 \u0644\u0644\u0633\u0644\u0648\u0643 \u0627\u0644\u0637\u0628\u064a\u0639\u064a \u0648\u0627\u0644\u062e\u0628\u064a\u062b\u060c \u0645\u0639 \u062a\u0639\u0632\u064a\u0632 \u0623\u062f\u0627\u0626\u0647 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 Harris Hawks Optimization (HHO) \u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0623\u0643\u062b\u0631 \u0641\u0627\u0639\u0644\u064a\u0629 \u0648\u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0623\u0628\u0639\u0627\u062f\u060c \u0628\u0645\u0627 \u064a\u0631\u0641\u0639 \u062f\u0642\u0629 \u0627\u0644\u0643\u0634\u0641 \u0648\u064a\u0642\u0644\u0644 \u0627\u0644\u0639\u0628\u0621 \u0627\u0644\u062d\u0633\u0627\u0628\u064a.<br \/>\n\u062a\u0645 \u062a\u0637\u0648\u064a\u0631 \u0645\u0646\u0635\u0629 \u0627\u062e\u062a\u0628\u0627\u0631 \u0648\u0627\u0642\u0639\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 Docker\u060c \u062d\u064a\u062b \u062a\u0645 \u062c\u0645\u0639 \u0628\u064a\u0627\u0646\u0627\u062a \u062a\u0645\u062b\u0644 \u0643\u0644 \u0645\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 \u0648\u0647\u062c\u0645\u0627\u062a DDoS \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u062f\u0648\u0627\u062a \u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u062b\u0644 eBPF \u0648hping3 \u0644\u0645\u062d\u0627\u0643\u0627\u0629 \u0633\u064a\u0646\u0627\u0631\u064a\u0648\u0647\u0627\u062a \u0627\u0644\u0647\u062c\u0648\u0645 \u0628\u062f\u0642\u0629. \u062a\u0644\u0639\u0628 \u0623\u062f\u0627\u0629 eBPF \u062f\u0648\u0631\u064b\u0627 \u0645\u062d\u0648\u0631\u064a\u064b\u0627 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0633\u064a\u0627\u0642\u060c \u0625\u0630 \u062a\u062a\u064a\u062d \u0645\u0631\u0627\u0642\u0628\u0629 \u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u0648\u0639\u0645\u064a\u0642\u0629 \u0644\u0633\u0644\u0648\u0643 \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a \u0639\u0644\u0649 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u0646\u0648\u0627\u0629\u060c \u0628\u0645\u0627 \u064a\u0634\u0645\u0644 \u062a\u062a\u0628\u0639 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a\u060c \u0648\u0627\u0633\u062a\u062f\u0639\u0627\u0621\u0627\u062a \u0627\u0644\u0646\u0638\u0627\u0645\u060c \u0648\u062d\u0631\u0643\u0629 \u0627\u0644\u0634\u0628\u0643\u0629\u060c \u062f\u0648\u0646 \u0627\u0644\u062a\u0623\u062b\u064a\u0631 \u0639\u0644\u0649 \u0623\u062f\u0627\u0621 \u0627\u0644\u0646\u0638\u0627\u0645. \u064a\u0636\u0645\u0646 \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0623\u0646 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\u0628\u0644\u063a\u062a 97.08% \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u062c\u0645\u0639\u0647\u0627\u060c \u0643\u0645\u0627 \u062a\u0645 \u062a\u0642\u064a\u064a\u0645\u0647 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0639\u0627\u0645\u0629 NSL-KDD \u0644\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0645\u064a\u0645\u060c \u062d\u064a\u062b \u062d\u0642\u0642 \u062f\u0642\u0629 \u0628\u0644\u063a\u062a 98% . \u062a\u0624\u0643\u062f \u0647\u0630\u0647 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0641\u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0625\u0637\u0627\u0631 \u0627\u0644\u0645\u0642\u062a\u0631\u062d HHO-XGBoost\u0641\u064a \u062a\u0642\u062f\u064a\u0645 \u0643\u0634\u0641 \u0633\u0631\u064a\u0639 \u0648\u062f\u0642\u064a\u0642 \u0648\u0642\u0627\u0628\u0644 \u0644\u0644\u062a\u0648\u0633\u0639 \u0644\u0647\u062c\u0645\u0627\u062a DDoS\u060c \u0645\u0645\u0627 \u064a\u0639\u0632\u0632 \u0628\u0634\u0643\u0644 \u0645\u0644\u0645\u0648\u0633 \u0623\u0645\u0646 \u0628\u064a\u0626\u0627\u062a \u0627\u0644\u062d\u0627\u0648\u064a\u0627\u062a.<br \/>\n\u0648\u0644\u0642\u062f \u0623\u062c\u064a\u0632\u062a \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0628\u062a\u0642\u062f\u064a\u0631 \u0627\u0645\u062a\u064a\u0627\u0632\u060c \u0645\u0639 \u062e\u0627\u0644\u0635 \u0627\u0644\u062a\u0645\u0646\u064a\u0627\u062a \u0644\u0644\u0637\u0627\u0644\u0628\u0629 \u0648\u0645\u0634\u0631\u0641\u0647\u0627 \u0628\u062f\u0648\u0627\u0645 \u0627\u0644\u062a\u0648\u0641\u064a\u0642\u00a0\u0648\u0627\u0644\u0646\u062c\u0627\u062d.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-22982\" src=\"https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2025\/09\/1-300x200.jpg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2025\/09\/1-300x200.jpg 300w, https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2025\/09\/1-600x400.jpg 600w, https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2025\/09\/1-768x512.jpg 768w, https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2025\/09\/1.jpg 1280w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u062a\u0645\u062a \u0645\u0646\u0627\u0642\u0634\u0629 \u0627\u0644\u0637\u0627\u0644\u0628\u0629 \u0635\u0627\u0628\u0631\u064a\u0646 \u062d\u0627\u0643\u0645 \u0645\u0644\u0643 \u0639\u0646 \u0631\u0633\u0627\u0644\u062a\u0647\u0627 \u0644\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 Proposed framework for DDos Attack Detection Using Enhanced XGBoost \u0627\u0637\u0627\u0631 &#8230; <a class=\"cz_readmore cz_readmore_no_icon\" href=\"https:\/\/cm.qu.edu.iq\/?p=22980\"><span>\u0627\u0642\u0631\u0623 \u0623\u0643\u062b\u0631<\/span><\/a><\/p>\n","protected":false},"author":72,"featured_media":22983,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-22980","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-5"],"_links":{"self":[{"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/22980","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/users\/72"}],"replies":[{"embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=22980"}],"version-history":[{"count":1,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/22980\/revisions"}],"predecessor-version":[{"id":22984,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/22980\/revisions\/22984"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/media\/22983"}],"wp:attachment":[{"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=22980"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=22980"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=22980"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}