A continuous authentication system that verifies user identity throughout a session, not just at login.
Keystroke timing and mouse movement patterns are captured as a behavioural fingerprint. An LSTM learns each user's normal rhythm and flags deviations in real time, triggering OTP re-verification when the person at the keyboard stops behaving like the account owner.
Authentication happens once, at login, and is then trusted for the whole session. If a session is hijacked or a machine is left unlocked, the system has no way to notice that the user changed.
Treat identity as something verified continuously rather than once: model the user's typing and mouse behaviour, and challenge with OTP the moment live behaviour diverges from the learned profile.
Keystroke & Mouse Dynamics Analysis
Captures unique typing and mouse-usage patterns.
LSTM-Based Anomaly Detection
Learns behavioral patterns to flag suspicious activity in real time.
OTP Fallback Verification
Triggers OTP confirmation when anomalous behavior is detected.
Flask Backend & Web Frontend
Manages authentication, sessions, and monitoring.
Deep Learning
Capture
Application
Enrolment
The user's baseline typing and mouse behaviour is recorded.
Model training
An LSTM learns the individual behavioural profile.
Live monitoring
Session behaviour is scored continuously against the profile.
Challenge
Anomalous behaviour triggers OTP re-verification.
Every project is quoted individually, because the price depends on the modules you need, your technology stack, your college's format and your deadline. Send us the project name on WhatsApp and we'll share a quote the same day.
Yes. Share your guide's requirements, preferred technology stack and abstract format, and we adapt the modules, dataset or UI accordingly.
That is the point of the explanation session. We walk you through the architecture, every module, the flow of data and the results, and hand over a viva question bank with answers.
We help you with setup end to end — dependencies, environment, database and configuration — over chat or a call until it runs on your machine.
Yes. Post-delivery support is included, so you can come back for fixes, doubts or demo help even after the project is delivered.
Get complete source code, documentation, PPT, explanation, and support.
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