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+# CIS 700 Midterm by Ravjot Sachdev
+
+## Topic 1: Evading Malware Detection
+
+For this topic, I selected the MalGAN project. The original code can be found at https://github.com/ZaydH/MalwareGAN/
+The only needed change was a change to malgan/_log_tools.py on line 41. Certain special characters were preventing Windows compatability.
+
+The notebook for this topic is named Ravjot_Sachdev_MalGAN.ipynb. This notebook contains the relevant output and report.
+
+
+## Topic 2: Evading Malware Adversarial Attacks for Graph Data
+
+For this topic, I selected the Nettack project. The original code can be found at https://github.com/danielzuegner/nettack
+No changes were needed for this project. I did have some difficulty with the required packages, as numpy>1.20 was not compatible with some of the code, but this was solved by installing umpy 1.16.1.
+
+The notebook for this topic is named Ravjot_Sachdev_Nettack.ipynb. This notebook contains the relevant output and report.