Deepfake Detection • Manipulated Photo Guide

How to detect deepfake photos

Suspicious portrait analyzed by Pixivera

Deepfake photos can look convincing, especially when they use realistic faces or stolen identities. However, many manipulated portraits still contain subtle clues such as facial blending errors, unnatural identity features, strange lighting, or suspicious background inconsistencies.

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Common signs of deepfake photos

Deepfake photos often combine synthetic image generation with facial manipulation. Looking closely at the face, edges, and surrounding details can help reveal these issues.

Facial blending artifacts

The face may appear slightly merged into the background or skin edges, with unnatural transitions around the jawline, hair, or ears.

Identity inconsistencies

A deepfake photo may include features that do not fully align, such as mismatched proportions, strange expressions, or unrealistic face structure.

Lighting mismatch

Reflections, highlights, or shadows may look inconsistent across the face, revealing suspicious manipulation or synthetic rendering.

Where to inspect a suspicious photo first

When checking whether a portrait may be a deepfake, these areas usually reveal the strongest clues first.

Hairline and skin edges

Deepfake photos often leave subtle blending artifacts where the face connects to the hairline, cheeks, jawline, or neck.

Eyes and mouth

Unnatural eye reflections, odd teeth, or strange lip details can reveal face manipulation and synthetic editing.

Background geometry

Warped objects, broken lines, or strange shapes around the head can suggest the portrait was synthetically altered.

Check a suspicious portrait instantly

Upload a suspicious photo and Pixivera will analyze whether the image looks deepfake, AI generated, manipulated, or authentic.

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