AI Cyber Security ICP 3 - Hiresh12/UMKC GitHub Wiki
AI Cyber Security ICP 3
https://github.com/Hiresh12/UMKC/tree/master/CSEE5590%20-%20AI%20Cyber%20Security/ICP3/Source
Differential Privacy (DP):
Differential Privacy ensures that the DL algorithms learns only what is is supposed to learn from the data while ignoring what it is not supposed to learn from the data
Create a Simple Database
`num_entries = 5000
db = torch.rand(num_entries) > 0.5`
Creating Parallel DB
Determine the sensitivity of the DB and PDB
Calculate L1 Sensitivity For Threshold
A Basic Differencing Attack
Perform a differencing attack using the sum query on row 10
db,pdbs = get_db_and_parallel(10)