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  • Sumaya Sanober et al:” Robust Outlier Detection In Noisy Data Classification System Under Abundant Mislabeled Training Instances Using Svm Lie Group Machine Learning Model For Brain Images” Indian Patent application number 202141037190, Status : Published
  • Sumaya Sanober et al:” A Smart Traffic Monitoring Ip Camera System For Realistic Modeling Of Iot Networks” Patent number 2021105712, Australian Patent, Status: Granted
  • Sumaya Sanober et al:” Detection Of Malicious Or Erroneous Data In The Training Data Set Using Explainable Artificial Intelligence Process” Patent number 2021106609, Australian Patent, Status: Granted