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Knowledge is the firstlayer of defence. SYNHAWK transforms research into operational intelligence.

Insights, Research, and Case Studies

Our mission extends beyond technology

To strengthen understanding of how artificial intelligence is reshaping communication, trust, and security. 

Through our research, we document not only the technical challenges of synthetic media detection, but also the broader implications for human integrity in digital systems.

The SYNHAWK Insights library brings together publications, field studies, and data-driven analyses from the front lines of AI security — spanning telecommunications, finance, and critical infrastructure. 

Each article, whitepaper, or report is part of a continuous effort to make trust measurable, explainable, and defensible in the age of synthetic reality.

Research / Technical Whitepapers

Peer-level technical papers exploring the architecture, algorithms, and methodologies behind SYNHAWK’s AI defence layer.

Real-time detection frameworks for synthetic speech and identity fraud

Edge inference and latency optimisation

AI trust scoring, explainability, and regulatory compliance

Each publication is authored by SYNHAWK researchers and collaborators from leading AI institutions.

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Industry Reports

Analytical briefings on the evolving threat landscape — from AI-driven vishing to large-scale identity simulation. 

Combining intelligence data, regulatory insight, and field deployment metrics, these reports help operators and decision-makers anticipate and counteract synthetic media risks. 

Produced in collaboration with telecom providers, financial institutions, and government agencies across Europe, Asia, and North America.

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Case Studies

Evidence from live deployments of SYNHAWK technology

Each case study examines performance under operational conditions — accuracy rates, latency benchmarks, and impact on fraud mitigation KPIs.  These studies demonstrate how trust architecture can scale within existing network infrastructure without compromising privacy or performance.

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News & Press

Updates on partnerships, research milestones, and media coverage of SYNHAWK’s technology and impact. 

Highlights include production deployments in LinkedIn and YouTube workflows, collaborations with UN-affiliated security programs, and thought leadership in AI safety.

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Research

Reports

Case Studies

News & Press

A 1,740% Surge in Deepfake Fraud due to Voice Cloning Scams

1 in 5 US Consumers Deceived by Deepfake Ads

Video is No Longer Proof of Life, Especially with the Most Trusted Colleagues

Insight:

“SYNHAWK is redefining how networks perceive and verify trust in human communication.”

Stay informed.

Explore our latest research, download technical whitepapers, or connect with the SYNHAWK Research Team.

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Citations

ENISA Threat max-[1023px]: landscape 2024 + MIT Tech Review AI Threat Outlook“AI-generated voice phishing expected to account for over 50% of vishing incidents by 2025.”

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Deloitte

Predicts that generative AI could cause losses of up to 40 billion USD in the United States alone by 2027, with an annual growth rate (CAGR) of around 32%.

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GSMA - Combating Vishing: An Analysis of Voice Call Impersonation and Emerging Defences

“77% of vishing attacks against enterprises are successful, giving attackers access to finances, data, and personal identities.

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”McAfee – Global Scam Report + projekce GCA (Global Cyber Alliance)

“10% of the global population has already encountered AI-generated scams.”

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ENEA – Almost Two Thirds of Enterprises Suffer Significant Losses to Mobile Fraud

“61% of enterprises reported significant losses due to mobile fraud - including vishing and deepfake attacks.”

Protecting the human voice and face against next-gen deepfake attacks.