ARINDAM SARKAR
CHIEF ARCHITECT, FACEOFF TECHNOLOGIES INC.
“The world is entering a dangerous era of synthetic fraud where deepfakes, AI- generated personas and stolen identity records are rapidly dissolving the foundations of trust. Aadhaar numbers, voter IDs and passport details are already available across dark-web forums, enabling criminals to create fabricated profiles for credit abuse, impersonation and large-scale benefit fraud. With generative AI tools accelerating this threat—WormGPT, WolfGPT, FraudGPT, LoopGPT—the distinction between real and fake is disappearing, pushing global losses toward USD 23 billion by 2030. Suraksha tutegi, data lutegi, unless identity systems become ethically grounded, resilient and intelligent enough to counter this wave. In this environment, identity must evolve beyond static biometrics and OTPs into a living, adaptive, multidimensional trust fabric.
NeuroTrust embodies that fabric through an ethical, cognitive and quantum-safe approach to identity verification and anomaly detection. It processes voice, face, tone,
emotion, micro-expressions and physiological signals such as heart rate and oxygen saturation to identify inconsistencies that traditional systems cannot catch. At a time when 95% of AI deployments fail due to lack of compliance and privacy-by-design, the framework introduces a privacy-preserving architecture rooted in federated learning, differential privacy and secure multiparty computation. The Adaptive Cognito Engine brings together behavioural, emotional, adversarial and neurochain intelligence to detect synthetic content, deepfakes and fabricated identities while offering forensic-grade analysis for banking, fintech, insurance, law enforcement, healthcare and public-safety ecosystems. This creates a plug-and-play trust layer that strengthens existing infrastructure without exposing sensitive data.
Data sovereignty remains absolute: the algorithms travel to the data, not the other way around. Quantum-safe adaptive cryptography ensures future-proof protection, while the NeuroTape system supports long-term, air-gapped, neuro-quantum storage of high-value information. AI agents within the system learn from prompts, analyse reports, generate insights and adapt in real time, but the human- in-the-loop remains central to decision integrity. Har bite mein hoga suraksha—every byte must be secured—because trust cannot be outsourced or automated blindly. As deepfakes multiply and synthetic identities scale at unprecedented speed, the future of national security, financial integrity and digital governance depends on a new trust infrastructure that blends ethics, cognition and quantum resilience. NeuroTrust stands as that infrastructure for a world where identity itself is under attack.”
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