Purported Deepfake Video Allegedly Claims Kyiv's Assassination Plan Against President Emmanuel Macron

A purported deepfake video reportedly claimed France 24 reported a Kyiv plot to assassinate French President Macron. This reported fake news was debunked by France 24, which confirmed the video was altered and did not air any such report.

Risk classification

• Primary risk domain: 4 Malicious actors
• Primary risk subdomain: 4.1 Disinformation, surveillance, and influence at scale

The deepfake was created and distributed as part of a coordinated geopolitical disinformation campaign aimed at manipulating public opinion and undermining international relations.

Additional risk subdomains

• 3.1 False or misleading information: The AI system was used to generate highly realistic but entirely fabricated news content to mislead the public.

Causal factors

• Entity: Human
• Intent: Intentional
• Timing: Post-deployment

The incident was caused by human actors who intentionally used deployed AI deepfake and voice cloning tools to generate and spread geopolitical disinformation.

EU AI Act risk tier

• Risk tier: 3 Limited Risk

Limited Risk: The incident involves the creation of AI-generated content, specifically a deepfake video and cloned voice, which falls under the transparency obligations of Risk Level 3.

AI system and alleged parties

• AI system: unspecified
• AI purpose: Deepfake Video Generation; Voice Generation
• Behaviour type: Tool
• Alleged developer: Unknown voice cloning technology developers, Unknown deepfake technology developers
• Alleged deployer: VKontakte, Russian media outlets, Pro-Russian Telegram channels, Pro-Kremlin actors
• Alleged harmed parties: Ukraine-France relations, Truth, National security and intelligence stakeholders, Julien Fanciulli, General public of France, General public, France 24, Epistemic integrity

Harm severity

Severity ratings are based on this scale.

Highest direct severity in any category: Minor. Severity is scored from Negligible to Catastrophic in each harm category, for harm the reports describe as caused directly or indirectly by the AI system.

• Physical: direct Negligible, indirect Negligible
• Infrastructure: direct Negligible, indirect Negligible
• Property: direct Negligible, indirect Negligible
• Financial: direct Negligible, indirect Negligible
• Environmental: direct Negligible, indirect Negligible
• Malicious content: direct Minor, indirect Minor
• Differential treatment: direct Negligible, indirect Negligible
• Civil rights: direct Negligible, indirect Negligible
• Democracy: direct Minor, indirect Minor
• Privacy: direct Negligible, indirect Negligible
• Psychological: direct Negligible, indirect Negligible
• Epistemic: direct Minor, indirect Minor
• Child sexual exploitation and abuse: direct Negligible, indirect Negligible

Malicious content

Reported: The report explicitly describes malicious content created and spread directly by the incident.

Directly caused: A deepfake video and cloned audio of a France 24 news anchor were created to spread a false narrative about an assassination plot.

Indirectly caused: The malicious video was widely shared across social media platforms including X, Telegram, Facebook, and VKontakte by pro-Russian channels and state media.

Democracy

Reported: The report explicitly describes activities aimed at destabilizing situations and sowing distrust, which erodes democratic norms.

Directly caused: The deepfake was used to falsely accuse Ukrainian leadership of plotting an assassination of the French President, aiming to disrupt international alliances.

Indirectly caused: The campaign attempted to sow distrust in Ukraine among its partner countries and manipulate public opinion regarding support for Ukraine.

Inferred additional harm: Continued use of such deepfakes could lead to a broader erosion of public trust in democratic institutions, international diplomacy, and legitimate media.

Epistemic

Reported: The report explicitly describes epistemic harm through the creation of a highly realistic fake news broadcast.

Directly caused: A fabricated France 24 news segment was generated using AI voice cloning and video manipulation to present false information as a legitimate news broadcast.

Indirectly caused: Social media users were misled by the fake broadcast, and Russian state media reported the fabrication as real news, polluting the information ecosystem.

Inferred additional harm: The incident contributes to the general degradation of the information environment, making it harder for the public to verify authentic news and trust legitimate journalism.

People affected

• Occurrences reported: 1
• People reportedly harmed: 2
• People reportedly exposed: 100000

Potential causes

Management

• Coordinated Disinformation: Kremlin management utilized 'Portal Kombat' to direct propaganda.

Technology

• AI Voice Cloning Software: Voice cloning technology used to mimic the presenter's voice.
• Deepfake Video Generation: Neural networks used to alter the presenter's lip movements.
• Digital Ticker Fabrication: On-screen graphics and news tickers were digitally manipulated.

Data Inputs

• Harvesting Real Broadcasts: Original France 24 footage used as source data for deepfake.
• Voice Sample Extraction: Real news bulletins used to extract voice data for cloning.

Human Factors

• Malicious Intent of Creators: Propagandists actively sought to destabilize Ukraine and allies.
• Amplification by Politicians: Politicians like Dmitry Medvedev shared the fake, increasing reach.
• User Confirmation Bias: Social media users shared unverified content matching their views.

Process and Methods

• Inadequate Content Filtering: Platforms failed to pre-screen and flag AI-generated deepfakes.
• Reactive Fact-Checking: Fact-checks were published only after the video went viral.

Regulatory Environment

• Weak Deepfake Regulation: Lack of international legal frameworks to deter deepfake creation.
• Poor Platform Accountability: No regulatory pressure on platforms to immediately remove deepfakes.

Information quality

• Classification confidence: High
• Reason for confidence: The reports from multiple independent fact-checking organizations and news outlets provide highly detailed, consistent, and verified accounts of the deepfake's creation, content, and dissemination.
• Ambiguities identified: The specific AI models or software platforms used to generate the deepfake video and clone the voice are not identified in the reports.
• Alternative interpretations: None. The evidence that the video is a deepfake is clear and uncontested by all reputable sources.

A coordinated pro-Russian disinformation campaign used AI-generated voice cloning and deepfake technology to impersonate a France 24 news broadcast, falsely claiming an assassination plot against French President Emmanuel Macron. The incident highlights the growing national security threat of sophisticated, state-linked AI information operations aimed at undermining democratic alliances.

• Overall national security impact: Substantial
• Scope: Multiple nations
• Primary target: France
• Other affected: Ukraine
• Alleged perpetrator: Pro-Russian networks

Threat characteristics

• Imminence: Long-term. The incident represents an ongoing strategic and capability concern regarding foreign influence operations rather than an active crisis.
• Autonomy: Human-controlled. The AI voice cloning and deepfake software were used as tools directly operated by human creators to generate specific content.
• Novelty: Evolved capability. While deepfakes are established, the coordination, speed, and targeted nature of impersonating a major international news broadcast represents an evolved threat.

Impact by dimension

• Physical security: Negligible. No physical security threats, kinetic actions, or critical infrastructure impacts were reported in connection with this incident.
• Information security: Substantial. Represented a coordinated state-linked disinformation campaign using AI voice cloning and video manipulation to target a head of state and manipulate public opinion.
• Sovereignty: Minor. Attempted to influence French foreign relations and diplomatic support for Ukraine, though it did not compromise core government operations.
• Economic security: Negligible. No economic manipulation, financial system attacks, or strategic technology theft was reported.
• Societal stability: Minor. Contributed to epistemic harm and degradation of trust in legitimate journalism, but did not result in civil unrest or systematic discrimination.