In one example, a method is described. The method includes: accessing a reference hash key in a reference database, applying a blurring function to the reference hash key to generate a first blurred reference hash key, where the blurring function sets at least one least-significant bit of the reference hash key to zero, comparing a metered hash key with blurred reference hash keys stored in a reference database, where the blurred reference hash keys include the first blurred reference hash key, and where the metered hash key is obtained from a meter device, and crediting a first portion of media with an exposure when the metered hash key matches the first blurred reference hash key stored in the reference database.

Apparatus, system, methods, and articles of manufacture are disclosed to identify media using hash keys. An example system includes a hybrid hash key analyzer to access a metered hash key of an exposure record obtained from a meter, access reference records representative of respective portions of a plurality of media, and determine reference confirmation data candidates from respective ones of the reference records that include hash keys matching the metered hash key. The example system includes an impression logger to, when first confirmation data associated with the exposure record matches one of the reference confirmation data candidates, store an impression record that associates the media identification data associated with the matching one of the reference confirmation data candidates with a meter identifier of the exposure record. The impression logger also is to credit at least a portion of the media corresponding to the media identification data with an exposure credit.

A trusted media device for use with a digital camera to create trusted media files that provide assurance that the media file captures a real-world scene and is not synthetic (for example, AI-generated) media. The trusted media device includes a digital camera and provides for generation of a trusted media file after authentication of fingerprints associated with the digital camera and the trusted media device and authentication of perceptual hashes for captured images. Embodiments of the disclosure further include processes for pairing the trusted media device and viewing and editing the trusted media file.

Computer implemented method for generating a hash value (110) is disclosed, the method comprises the following steps: i) Providing a first digital RGB image (112) having first RGB colors of a physical object (114); ii) Combining first transaction data (116) and the first digital RGB image (112), thereby generating a second RGB image (118) having second RGB colors; iii) Converting (128) color values of the second RGB image (118) from RGB color space (130) to a secondary color space (132) having at least four primary colors and determining (134) a number of respectively colored pixels for each primary color of the secondary color space (132); iv) Generating (136) the hash value (110) by converting the determined number of respectively colored pixels for each primary color of the secondary color space (132) to hexadecimal numerals.

Computer implemented method for generating a hash value (110) is disclosed, the method comprises the following steps: i) Providing a first digital RGB image (112) having first RGB colors of a physical object (114); ii) Combining first transaction data (116) and the first digital RGB image (112), thereby generating a second RGB image (118) having second RGB colors; iii) Converting (128) color values of the second RGB image (118) from RGB color space (130) to a secondary color space (132) having at least four primary colors and determining (134) a number of respectively colored pixels for each primary color of the secondary color space (132); iv) Generating (136) the hash value (110) by converting the determined number of respectively colored pixels for each primary color of the secondary color space (132) to hexadecimal numerals.