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Knowledge is Protection

With the advancement of AI, the methodology to prevent cybersecurity breach has become uniquely human. Awareness of how machine learning algorithms target human cognition and the Neurocyber risks are crucial to the protection of both companies and their customers.

Neurocybersecurity Interfaces

Brain–Computer & Neurotechnology Interfaces

Brain–Computer & Neurotechnology Interfaces

Brain–Computer & Neurotechnology Interfaces

Devices that directly read from or write to neural activity.

  • Brain–computer interfaces (BCIs)
  • EEG, MEG, fNIRS systems
  • Implantable neurostimulators (DBS, VNS)
  • Neural prosthetics
  • Cognitive enhancement or neurofeedback devices
  • Research-grade neural sensing headsets


Neurocyber risk: neural data exfiltration, signal manipulation, cognitive interference

Wearables & Biometric Sensors

Brain–Computer & Neurotechnology Interfaces

Brain–Computer & Neurotechnology Interfaces

Devices that infer mental or emotional states indirectly.

  • Smartwatches and fitness trackers
  • Sleep and stress monitors
  • Heart-rate variability sensors
  • Galvanic skin response sensors
  • Eye-tracking glasses
  • Emotion-detection wearables



Neurocyber risk: behavioral profiling, affective manipulation

Extended Reality (XR) Systems

Brain–Computer & Neurotechnology Interfaces

Extended Reality (XR) Systems

Immersive interfaces that shape perception and attention.

  • Virtual reality (VR) headsets
  • Augmented reality (AR) glasses
  • Mixed reality (MR) platforms
  • Haptic feedback systems
  • Spatial audio systems




Neurocyber risk: perceptual distortion, memory priming, attention capture

AI-Mediated Human Interfaces

Digital Identity & Authentication Interfaces

Extended Reality (XR) Systems

Systems that adapt in real time to human behavior.

  • Conversational AI agents
  • Voice assistants
  • Emotion-adaptive interfaces
  • Personalized recommendation engines
  • AI copilots and tutors


Neurocyber risk: trust manipulation, dependency formation, belief shaping

Digital Identity & Authentication Interfaces

Digital Identity & Authentication Interfaces

Digital Identity & Authentication Interfaces

Systems that rely on cognitive or behavioral traits.

  • Behavioral biometrics (typing, mouse movement)
  • Voice recognition
  • Facial recognition
  • Cognitive challenge–response systems



Neurocyber risk: identity spoofing, cognitive coercion, surveillance

Smart Environments & IoT

Digital Identity & Authentication Interfaces

Digital Identity & Authentication Interfaces

Systems that subtly influence behavior through context.

  • Smart homes
  • Voice-controlled assistants
  • Ambient computing systems
  • Adaptive lighting and sound systems



Neurocyber risk: behavioral conditioning, passive influence

Ad & Persuasive Technologies

Healthcare & Mental Health Platforms

Healthcare & Mental Health Platforms

Interfaces optimized to shape desire and choice.

  • Programmatic advertising platforms
  • Neuromarketing tools
  • A/B-tested persuasion engines
  • Dynamic pricing interfaces




Neurocyber risk: subconscious manipulation, preference shaping

Healthcare & Mental Health Platforms

Healthcare & Mental Health Platforms

Healthcare & Mental Health Platforms

Systems handling sensitive cognitive data.

  • Digital therapeutics
  • Mental health apps
  • Telemedicine platforms
  • Cognitive assessment tools
  • Mood and behavior tracking apps



Neurocyber risk: psychological data leakage, behavioral targeting

Automotive & Mobility Interfaces

Healthcare & Mental Health Platforms

Automotive & Mobility Interfaces

Human–machine systems operating under cognitive load.

  • Advanced driver-assistance systems (ADAS)
  • Autonomous vehicle interfaces
  • Heads-up displays
  • Driver monitoring systems
  • In-cabin voice assistants

Neurocyber risk: attentional overload, decision manipulation, fatigue exploitation

Have a Neurocybersecurity analysis performed on your business.

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