Best Deepfake Detection Software for Mac

As fraud grows more sophisticated, Sumsub's deepfake detection is built directly into its AI-powered trust infrastructure platform, working alongside liveness detection, facial recognition, and fraud prevention rather than as a bolt-on tool. This unified approach means suspicious signals are caught and acted on continuously, not just flagged at a single checkpoint. Sumsub's own research, including its annual Global Fraud Index and Fraud Report, tracks emerging deepfake and synthetic fraud trends worldwide to keep detection models current. Powered by Summy AI and AI-driven decisioning, Sumsub protects businesses across more than 220 countries and territories. Recognized as a Leader by Gartner, Forrester, IDC, Liminal, and KuppingerCole, Sumsub is trusted by more than 4,000 clients to defend against deepfake-driven fraud.

Shufti is a Glocal Compliance Platform managing the full compliance lifecycle, onboarding, authentication, monitoring, and remediation, for every industry, region, and use case. Every model is built in-house (no aggregators, no third-party engines), deployable on SaaS, private cloud, or on-premise as data residency demands. The first European provider certified at iBeta PAD Level 3, Shufti is SOC 2 Type II, ISO 27001, PCI DSS, and GDPR compliant, trusted by 2,000+ organisations and a Leader in G2's 2026 Identity Verification and AML Grid Reports.

ToxMod™ is the world's only full-coverage voice moderation solution. Where existing voice moderation tools focus only on the ~8% of players that submit reports, ToxMod goes beyond, independently catching all the worst harms on your platform, empowering your team to take action while it's happening, and mitigate the damage before good players churn away. ToxMod was born to understand all the nuances of voice. It goes beyond transcription to consider emotion, speech acts, listener responses, and much more. ToxMod becomes an expert in your game's code of conduct and escalates what matters most with high priority to your team. All user data is anonymized and protected to ISO 27001 standards. Modulate will not sell or rent your data, ever. ToxMod ships with a variety of plugins for different combinations of the game engine and voice infrastructure. You can integrate in less than a day. ToxMod uses sophisticated machine learning to recognize when conversations begin to take a bad turn.

Paravision is a core Identity AI technology provider delivering top-tier accuracy, fairness, and performance. Its AI products, including face recognition, liveness detection, deepfake detection, and age estimation, powering identity workflows for enterprises and government agencies. Paravision consistently ranks among the top global performers in industry benchmarks, including NIST’s Face Recognition Technology Evaluations and DHS Biometric Tests. Its technology enables identity, access, and fraud prevention systems at global scale. Trusted by leaders across travel, payments, digital identity, hospitality, security, and health identity sectors, the company combines benchmark-leading performance with ethically built, modular AI infrastructure for high-accuracy identity verification and authentication.