| recordings |
|---|
| Nobody Knows Me | | Madonna | 4:39 |
| Nobody Knows Me | live | Madonna | 4:04 |
| Nobody Knows Me | | Madonna | 4:41 |
| Nobody Knows Me | | Madonna | 4:39 |
| Nobody Knows Me (Above & Beyond 12' Mix) | | Madonna | ?:?? |
| Nobody Knows Me (Above & Beyond 12” mix) | | Madonna | 8:45 |
| Nobody Knows Me (Above & Beyond 12” mix) | | Madonna | 8:46 |
| Nobody Knows Me (live) | live | Madonna | 4:03 |
| Nobody Knows Me (Mount Sims Italo Kiss mix) | | Madonna | 5:25 |
| Nobody Knows Me (Mount Sims Italo Kiss mix) | | Madonna | 5:26 |
| Nobody Knows Me (Mount Sims Old School mix) | | Madonna | 4:47 |
| Nobody Knows Me (Mount Sims Old School mix) | | Madonna | 4:46 |
| Nobody Knows Me (Peter Rauhofer's Private Life edit) | | Madonna | 4:39 |
| Nobody Knows Me (Peter Rauhofer’s private life mix pt. 1) | | Madonna | 8:07 |
| Nobody Knows Me (Peter Rauhofer’s Private Life Part 1) | | Madonna | 8:09 |
| Nobody Knows Me (Peter's Private Life Mix Part 1) | | Madonna | 5:59 |
| Nobody Knows Me (video interlude) | | Madonna | 3:36 |
