$5 adversarial stickers defeat million-dollar AI systems with 99% success. Multi-Spectral Sensor Fusion combines RGB, Thermal, LiDAR, Radar reducing attack success below 1%.

AI VULNERABILITY ASYMMETRY

Single-sensor AI systems vulnerable to $5 adversarial stickers. 99% attack success on RGB-only systems. CNNs prioritize texture over shape, creating 1,000:1 cost asymmetry favoring attackers.

MULTI-SPECTRAL FUSION

RGB, Thermal, LiDAR, Radar verify truth
Thermal sensor detects heat signature anomalies
Deep Fusion attention weights sensor reliability
NIST AI RMF framework ensures governance

Multi-Spectral Sensor FusionAdversarial DefenseThermal LWIRLiDARRadarDeepMTD ProtocolNIST AI RMFCognitive ArmorPhysics-Based Verification

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Defense & Autonomous Systems • Navigation Technology • Robotics

GPS jamming turns $Million drones into 'paperweights.' VIO navigation: 0ms jamming vulnerability. Un-tethered autonomy. ✈️

$1.4T

GPS economic value generated

NIST Study

0ms

VIO jamming vulnerability

Veriprajna Whitepaper

Interactive Technical

Executive Brief

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The Autonomy Paradox: Engineering Resilient Navigation in GNSS-Denied Environments

GPS-dependent drones fail when jammed. Visual Inertial Odometry enables autonomous navigation without GPS, achieving 1-2% drift rate with zero jamming vulnerability via passive sensing.

GPS FRAGILITY CRISIS

GPS satellites transmit from 20,200km with low power. Ground jammers at 10-40 watts create blackout zones. GPS denial costs US economy $1B daily.

VIO AUTONOMOUS NAVIGATION

Visual and inertial fusion achieves autonomy
Semantic SLAM understands environment contextually
NVIDIA Jetson Orin enables edge AI
Defense, mining, infrastructure applications enabled

Visual Inertial OdometryVIOSemantic SLAMEdge AINVIDIA Jetson OrinGNSS-Denied NavigationTensorRTORB-SLAM3Loop Closure

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Veriprajna Deep Tech Consultancy specializes in building safety-critical AI systems for healthcare, finance, and regulatory domains. Our architectures are validated against established protocols with comprehensive compliance documentation.