The software analyses photos and videos to give a confidence score about whether the material is likely to have been artificially created.
The firm says it hopes the tech will help "combat disinformation".
One expert has said it risks becoming quickly outdated because of the pace at which deepfake tech is advancing.
To address this, Microsoft has also announced a separate system to help content producers add hidden code to their footage so any subsequent changes can be easily flagged.
