Behaveguard:user Behaviour Anomaly Detector

Abstract

This Paper Presents BehaveGuard, A Security-focused System Designed To Protect Sensitive Files And Folders From Unauthorized Access. The System Continuously Monitors A Designated Folder And Detects Suspicious Activities Such As Unauthorized File Access, Modification, Or Deletion. Upon Detecting Such Actions, The System Automatically Locks The Device To Prevent Further Intrusion. To Enhance Security, The System Captures The Image Of The Unauthorized User Through The Webcam And Sends Real-time Alerts Via Telegram And Email. A Multi-layer Authentication Mechanism Is Implemented, Where The System Can Only Be Unlocked Using A Valid Password Followed By Approval Through Telegram Verification. The Proposed System Integrates File Monitoring, Anomaly Detection, Alert Mechanisms, And Access Control Into A Unified Backend Solution. This Approach Significantly Improves Data Security And Ensures Proactive Threat Detection And Response.

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