Can't open a password protected SQLite 3 database with C#

I'm having an issue using a password protected SQLite database, using System.Data.SQLite.

I'm using DB Browser for SQLite to create the database and set the password. With DB Browser I have no issues opening, entering the password viewing data, then closing the database.

So with .NET 4.6.2 and System.Data.SqLite 1.0.105.2 the following code snippet does not work I keep getting a "file is encrypted or is not a database" error.

namespace licensekeygeneration
{
    using NLog;
    using NLog.Extensions.AzureTableStorage;
    using System;
    using System.Data.SQLite;

    using System.Linq;
    using System.Windows;

/// 
Interaction logic for App.xaml
public partial class App : Application
{
    /// 
Make sure that NLog is running
    private static Logger logger = LogManager.GetCurrentClassLogger();

    /// 
Run before the application starts up

    void App_Startup(object sender, StartupEventArgs e)
    {
        try
        {
            // Set link to the SQLite database and grab the logging endpoint
            string dataSource = @"Data Source=c:\users\fred\desktop\database.db;Version=3;Page Size=1024;Password=ABCD";
            SQLiteConnection conn = new SQLiteConnection(dataSource);

            DataContext LocalDB = new DataContext(conn);


            // Sets the target for NLog in code 
            string strNlog = LocalDB.GetTable().Where(item => item.StrSettingName.Equals("NlogEndPoint") && item.BoolIsValid.Equals(true)).ToList().FirstOrDefault().StrSettingValue;
            var azureStorageTarget = (AzureTableStorageTarget)LogManager.Configuration.FindTargetByName("AzureTableStorage");
            azureStorageTarget.ConnectionString = strNlog;
        }
        catch (Exception ex)
        {
            // Problem with the database or the connection so error out
            MessageBox.Show("There is an issue with the internal database\n" + ex.Message, "Application", MessageBoxButton.OK, MessageBoxImage.Hand);
            Current.Shutdown();

        }

        // Logging OK and we have an attached database so lets start
        MainWindow.Show();
    }
}

If I remove the password from the database using DB Browser for SQLite and I change the following line:

string dataSource = @"Data Source=c:\users\fred\desktop\database.db;Version=3;Page Size=1024;";
SQLiteConnection conn = new SQLiteConnection(dataSource);

I get the information I expect and life is good, So am I missing something with System.Data.SQLite as I just can't get it to work as I expected.

If it matters I'm using Visual Studio 2017 on Windows 10 64Bit.

Thanks.