API Spoofing Detection
Advanced Analytics.
In an era of programmable work, sophisticated users can forge productivity signals at the network layer. Prodexo.ai provides a robust shield against API spoofing, ensuring every data point in your dashboard is human-generated and verified.
The hidden cost of spoofed productivity.
Technically proficient employees or bad actors often use Postman scripts, Python bots, or curl commands to send fake 'Active' heartbeats to tracking servers. This creates a perfect but entirely fabricated digital paper trail of work that never actually occurred.
How Prodexo AI solves it.
Prodexo employs 'Multi-Factor Validation' for every signal. We verify that requests originate from authorized browser sessions and follow human-speed timing. Automated spikes and identical request headers are instantly isolated and discarded.
Operational Impact
Data Sanctity
Ensure 100% of performance metrics used for bonuses are human-generated.
Bot Mitigation
Stop automated abuse of internal enterprise tools and HR portals.
Audit Confidence
Maintain a tamper-proof log for regulatory and compliance audits.
Technical Implementation
"Our engine analyzes TCP/IP fingerprints and HTTP header consistency. We specifically look for 'headless' browser signatures and sub-millisecond request intervals that violate the laws of human physical interaction."
Deployment Protocol
Header Verification
Analyzing User-Agent and Authorization headers for non-standard patterns.
Velocity Tracking
Flagging requests that occur at speeds physically impossible for humans.
Session Binding
Linking API requests to active, verified workstation fingerprints.
Integrity Alerting
Notifying IT teams of potential automation scripts running on the network.
Operational Intelligence FAQ
Q: Will this block my legitimate automation scripts?
No. It only flags scripts that are specifically designed to impersonate human 'Pulse' or 'Activity' signals.
Q: How do you define 'non-human' speed?
We use a statistical model of human interaction speed; anything with 0ms variance or sub-50ms intervals is flagged.
Q: Does this require a proxy server?
No. The validation happens seamlessly via our lightweight agent and cloud verification layer.
Q: Can it detect Postman or Curl requests?
Yes. Our client fingerprinting technology identifies the software used to make the request.
Q: Is this a security tool or a productivity tool?
It is both. It ensures data integrity for management while providing endpoint security for IT.
Q: Does it work with custom internal APIs?
Yes, our SDK allows you to wrap any internal API with Prodexo spoof-protection.
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