Stolen Faces, Stolen Stories: Melbourne Communities Speak Out on Duplicate Image Replacement

Across Melbourne's most culturally diverse neighbourhoods, a quiet but growing frustration is coming to a head. Community members — many from migrant and First Nations backgrounds — say their images have been duplicated, swapped out, or replaced without their knowledge in digital directories, local government publications, and community health resources. The issue is drawing renewed attention in July 2026 as digital rights advocates push for a formal complaints pathway through Consumer Affairs Victoria.

The problem is not new, but it has accelerated. The widespread rollout of AI-assisted content management tools by councils and community organisations over the past 18 months has made it easier — and faster — to substitute one person's photograph with a stock or algorithmically generated image that is deemed a closer demographic match. For the people whose original images disappear, the experience is often described as both disorienting and dehumanising.

What Communities Are Experiencing

In Footscray, the Maribyrnong Community Hub — which runs settlement services for newly arrived families — began updating its website and printed materials in late 2025. Several participants in its English-language programs discovered their photographs had been removed and replaced with stock images sourced from overseas libraries. One Afghan family who had participated in a photoshoot organised by the hub in March 2025 said through an interpreter that they felt the deletion erased their visible presence from a program they had contributed to.

The Western Bulldogs Community Foundation, which operates across the inner west and includes a strong engagement program in Sunshine and St Albans, has faced similar questions from participants in its social inclusion programs. Community workers there have been fielding concerns about how participant photos are managed when organisations undergo rebranding or digital migration projects.

In Fitzroy, the Yarra Community House on Smith Street received a formal complaint in May 2026 from a participant in its digital literacy program after she discovered her photograph — taken during a 2024 workshop — had been removed from the organisation's Instagram archive and replaced with a generated image. The woman, a Sudanese-Australian community leader, told workers she had given explicit consent for her image to be used in promotional materials and felt the substitution misrepresented who was actually in the room.

Digital rights organisation Electronic Frontiers Australia flagged the broader trend in a submission to the Australian Attorney-General's Department in April 2026, noting that community-sector organisations frequently lack clear policies for image lifecycle management — including what happens to photographs when websites are rebuilt or grant-funded projects end.

The Gap in Current Protections

Australia's Privacy Act 1988 covers personal information but does not contain a dedicated provision specifically addressing the replacement or substitution of a person's likeness in non-commercial community contexts. The federal government's ongoing Privacy Act reform process, which has been moving through consultation since 2023, includes a proposed tort of serious invasion of privacy — but legal advocates say that instrument is too blunt for the everyday cases communities are describing.

Consumer Affairs Victoria confirmed in June 2026 that its existing complaint mechanisms do not include a specific category for image replacement disputes, meaning affected community members are currently directed toward the Office of the Australian Information Commissioner, where wait times for complaint resolution have stretched beyond six months.

In Carlton, the Multicultural Centre for Women's Health on Drummond Street has begun developing its own internal image consent register — a simple spreadsheet system tracking consent forms, image use dates, and expiry conditions. The centre's approach is now being discussed as a model at the Victorian Multicultural Commission's community engagement forums.

For those seeking immediate recourse, legal aid services including the Fitzroy Legal Service, which operates from Johnston Street, can advise community members on privacy complaint lodgements at no cost. The OVIC — Office of the Victorian Information Commissioner — also handles complaints relating to how state government bodies and funded organisations manage personal information, including images. Community members with concerns are encouraged to document the original consent form, the date the image was taken, and when they first noticed a substitution, before lodging.

Advocates say the next test will come in August 2026, when Consumer Affairs Victoria is scheduled to publish updated guidance on digital consent for community-sector organisations — guidance that several groups have already submitted to, calling for explicit rules around image replacement.