A convincing video no longer proves that an event occurred. Artificial intelligence can reproduce a person’s face, imitate a voice and fabricate conduct that never happened. The resulting harm may be reputational, financial, professional, political or deeply personal.

A deepfake case is not defined only by the technology used. The legal analysis turns on the content, the intention, the method of obtaining source material, the audience, the resulting damage, the identity of those involved and the countries connected with creation, publication, storage and harm.

Lebanon does not begin from a legal vacuum

Lebanon does not yet have a comprehensive enacted statute regulating every form of deepfake. That does not mean harmful fabrication is legally neutral. Depending on the facts, existing rules concerning privacy, personal data, defamation, fraud, extortion, impersonation, unlawful access, electronic offences and civil liability may apply.

In 2026, a draft law was introduced to criminalise the creation, alteration or use of intimate or indecent AI-generated images and videos without the person’s consent. The proposal reflects the seriousness of synthetic abuse, but a draft must not be presented as an enacted general deepfake code. Until legislative reform is completed, careful classification under the laws already in force remains essential.

The same image may create several forms of liability

A fabricated video published to damage reputation raises different questions from a cloned voice used to obtain a bank transfer. A non-consensual intimate image is not legally equivalent to disclosed satire. A manipulated recording used as evidence creates additional issues of falsification, procedural fairness and authenticity.

Potential responsibility may extend beyond the person who pressed “generate.” It may involve the person who commissioned the content, knowingly distributed it, used it to threaten the victim, profited from the deception or republished it after becoming aware of its falsity. Liability must nevertheless be established against each participant on the evidence; it should not be assumed merely because content travelled through an account or platform.

The victim’s first objective is often to stop circulation

Once synthetic content spreads, damages claimed months later may not repair the harm. Urgent strategy may include preserving the original publication, notifying relevant platforms, seeking removal or restriction, identifying accounts and applying for judicial measures where the legal conditions are satisfied.

Removal must be pursued carefully. If every copy and technical trace disappears before evidence is preserved, the victim may struggle to prove origin, reach, timing and damage. The order of operations matters: preserve, document, secure, notify and then pursue removal and legal remedies.

How should deepfake evidence be preserved?

  • Record the complete URL, account name, date, time, caption, comments and visible engagement.
  • Preserve the original file where lawfully available rather than relying only on a cropped screenshot.
  • Document messages showing threats, payment demands, instructions or admissions.
  • Keep the authentic photographs, recordings or videos that may have supplied the source material.
  • Consider specialised technical examination before compression, forwarding or editing destroys useful information.

Detection software may assist, but no single automated score should be treated as conclusive. Technical analysis must be connected to provenance, context, witness evidence, account records and the chain of custody.

Platforms are central—but not always located in Lebanon

The harmful post may be created in one country, uploaded to a platform established in another, stored in several locations and viewed primarily in Lebanon. That structure raises questions of international jurisdiction, applicable law, disclosure, service, preservation and enforcement.

A platform’s terms and reporting system may provide a fast first step, but they do not replace legal analysis. A victim may need to determine where the principal harm occurred, where the defendant can be sued, whether identifying information can lawfully be obtained and where an eventual order can be enforced.

Transparency is becoming a regulatory obligation abroad

The European Union’s AI Act provides a useful comparative direction. Article 50 requires deployers of AI systems that generate or manipulate images, audio or video constituting a deepfake to disclose that the content was artificially generated or manipulated, subject to stated exceptions and proportionate treatment for evidently artistic, satirical or fictional works.

This European rule does not automatically govern every Lebanese publication. It may, however, become relevant when a service, provider, deployer or target market falls within the Regulation’s scope. It also demonstrates an emerging principle: realistic synthetic content should not be allowed to masquerade silently as authentic.

Businesses need a deepfake response protocol

Voice-cloning and executive-impersonation fraud can target finance departments, employees and clients. Organisations should not rely on voice or video alone for urgent payment instructions, changes to bank details or disclosure of confidential information. Independent verification, dual approval and incident-preservation procedures are legal-risk controls as much as security controls.

The law must distinguish harm from legitimate expression

Regulation should not treat disclosed satire, artistic work, parody, research and malicious impersonation as identical. The decisive factors should include deception, disclosure, consent, purpose, foreseeability of harm and the rights of affected persons. A workable legal framework must protect reputation, privacy and security without creating a vague instrument for suppressing legitimate expression.

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Dani GeageaAttorney at Law · AI, Digital Evidence and Cross-Border Technology Disputes