Can't get rid of twitter from iOS7 lock screen
You will have to disable notifications for the specific client that you are using by going to Settings → Notification Center and tapping on your Twitter client, then disabling Show on Lock Screen.





If you are using the official Twitter app, you can change notification settings by opening the app and going to Me → Settings button → Settings → Notifications.