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Aegis Dlp: A Unified Endpoint Security Platform with Deep Learning-Based Threat Detection by Ayush Gupta at Abbey's Bookshop,
Aegis Dlp: A Unified Endpoint Security Platform with Deep Learning-Based Threat Detection
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Ayush Gupta

Aegis Dlp

A Unified Endpoint Security Platform with Deep Learning-Based Threat Detection

Ayush Gupta

$91.95   $78.03

Paperback

Not in-store but you can order this
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English
Eliva Press
01 January 2026
Computing: general
Modern cyberattacks rarely occur in isolation. A single phishing email can trigger a chain of events-network intrusion, malware deployment, sensitive data access, and ultimately data exfiltration or ransomware. Aegis DLP presents a unified endpoint security platform that integrates multiple defensive capabilities into a single locally deployed system. The platform combines deep learning models, real-time monitoring, and an event-driven architecture to detect and correlate threats across multiple attack stages. This book documents the design and engineering of a complete Data Loss Prevention platform featuring nine integrated security modules including phishing detection, network intrusion detection, sensitive data classification, ransomware-aware file monitoring, device control, malware analysis, and a central correlation engine. Built using transformer models such as RoBERTa with LoRA fine-tuning, multi-dataset IDS training, and a real-time event bus architecture, the system demonstrates how modern AI techniques can enhance endpoint security while maintaining privacy through fully local execution. Aegis DLP provides a practical blueprint for building intelligent security platforms and offers insights into the challenges of integrating machine learning, system architecture, and cybersecurity engineering into a single unified solution.
By:  
Imprint:   Eliva Press
Dimensions:   Height: 229mm,  Width: 152mm,  Spine: 3mm
Weight:   95g
ISBN:   9789999339506
ISBN 10:   9999339506
Pages:   62
Publication Date:  
Audience:   General/trade ,  ELT Advanced
Format:   Paperback
Publisher's Status:   Active

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