In the course of conducting business operations, to ensure data security, it is necessary to regularly carry out security audits. Participants are required to effectively identify accounts exhibiting high-frequency access, account reuse, access from uncommon IP addresses, access during non-working hours, login anomalies, and other abnormal behaviours from the provided data access logs. Finally, submit these identified accounts along with their associated types of anomalies and the times these anomalies occurred.
Each submitted version can be executed by the name = main function, accepting two parameters:
if __name__ == "__main__":
to_pred_path = sys.argv[1] # Data path
result_save_path = sys.argv[2] # Output path
main(to_pred_path, result_save_path) # Run the main function
Run the file in the Python console and then enter test()
In the tools.py file, modify the get_fcsv_path() function:
#file_path = os.path.join(parent_directory, 'input', '数据安全赛道', 'trainA.csv')
file_path = os.path.join(parent_directory, 'input', '数据安全赛道', 'testdata.csv')