Deep Learning AI Technology

Deep Learning That Predicts Attacks

AI that thinks like a hacker. Identifies threats before execution. 15-second response time vs hours for traditional EDR. Neural networks trained on 10B+ malware samples protect your endpoints.

Proven Performance Metrics

>99%

Threat Prevention Rate

<20ms

Threat Blocking Speed

<0.01%

False Positive Rate

10B+

Training Samples

Why Deep Learning Wins

Traditional security reacts to attacks. Our AI predicts them.

Hours

Traditional EDR

Detects after attack executes, requires analyst investigation, creates alert fatigue

Minutes

Basic Machine Learning

Catches some attacks but still post-execution, high false positive rates

15 Seconds

eSure.AI Deep Learning

Predicts attack intent pre-execution, blocks instantly, 0.01% false positives

Capability Traditional Antivirus EDR Solutions eSure.AI Deep Learning
Detection Method Signature-based Behavioral + ML Deep learning neural networks
Zero-Day Protection None Limited Pre-execution prediction
Response Time N/A (detection only) Hours <20 milliseconds
False Positive Rate 1-5% 1-5% <0.01%
Update Frequency Daily signatures Continuous 1-2 per year
Ransomware Prevention After execution During execution Before execution

Core Technologies

Deep Learning AI Engine

Neural networks trained on 10B+ malware samples identify attack patterns humans can't see. Predictive prevention stops threats before execution.

  • Zero-day detection without signatures
  • Behavioral prediction pre-execution
  • 0.01% false positive rate
  • Works offline without cloud lookups
  • Only 1-2 updates needed per year

XDR Platform (Extended Detection & Response)

Unified visibility across endpoints, network, email, and cloud in one console. Correlates signals to reveal complete attack chains.

  • Correlates signals across all attack vectors
  • Automated threat hunting
  • 90% reduction in alert fatigue
  • Single pane of glass management
  • Native SIEM integrations (Splunk, Sentinel, QRadar)

Automated Response System

AI-driven playbooks contain threats in seconds without human intervention. Puts threat remediation on auto-pilot.

  • Instant process termination
  • Automatic device quarantine
  • File rollback and recovery
  • Registry cleaning to remove persistence
  • Allow list management by hash, certificate, folder

24/7 Security Operations Center (SOC)

Human analysts enhance AI detection with threat intelligence and investigation. Expert security team at no extra cost.

  • Top-trained U.S. security analysts
  • 24/7 monitoring and threat hunting
  • Incident response experts
  • Proactive threat intelligence
  • Only high-confidence alerts reach your team

Three-Layer Security Architecture

Multi-layered protection ensures threats are stopped at every stage of the attack lifecycle.

Layer 1: Static Analysis Engine

Pre-Execution Prevention

Deep learning-based engine with static analysis modules prevents unknown malware variants, known malware, and ransomware across the broadest range of file types before execution.

Supported Files: PE, Mach-O, ELF, PDF, Office, RTF, SWF, ZIP, 7z, XAR, TAR, JAR, TIFF, Fonts, EML, MSG, HWP, LNK, HTML, HTA, JavaScript

Layer 2: Behavioral Analysis Engine

On-Execution Detection

Dynamic in-memory heuristics prevent fileless attacks, PowerShell attacks, remote code injection, shellcode attacks, credential theft and dumping, and anti-AMSI bypass.

Attack Types Blocked: Fileless attacks, PowerShell exploits, code injection, shellcode, credential theft, AMSI bypass

Layer 3: Suspicious Activity Engine

Post-Execution Threat Hunting

Post-execution detection rules identify suspicious events for threat hunting. All alerts mapped to MITRE ATT&CK for complete threat context and investigation.

Framework: MITRE ATT&CK mapping for complete threat context

Cross-Platform Protection

Lightweight agent with low footprint provides non-disruptive protection across all major platforms.

Windows

Full endpoint protection for Windows 10/11 and Windows Server

macOS

Native protection for all supported macOS versions

Linux

Enterprise Linux distributions including Ubuntu, RHEL, CentOS

Android

Mobile device protection for Android smartphones and tablets

Chrome OS

Chromebook and Chrome OS device protection

Unified Management

Single console to manage all devices across platforms

Industry-Leading Automated Response

Our technology investigates and eliminates malicious activity with automated incident response across your entire digital landscape.

Isolate Machine

Automatically quarantine compromised endpoints to prevent lateral movement and contain threats before they spread across your network.

Quarantine & Delete Files

Instantly remove malicious files and processes, with full restore capability. Update allow lists based on hash, certificate, folder, script, or process.

Terminate Process

Immediately stop malicious processes and clean the registry to remove persistence mechanisms and prevent reinfection.

Technical Specifications

Performance Specifications

Threat Prevention Rate: >99%
Blocking Speed: <20 milliseconds
False Positive Rate: <0.01%
Training Dataset: 10B+ malware samples
Update Frequency: 1-2 times per year
Cloud Dependency: Works offline

Integration Specifications

SIEM Integrations: Splunk, Microsoft Sentinel, IBM QRadar
API: RESTful API for custom integrations
Framework Mapping: MITRE ATT&CK
Deployment: Lightweight agent, minimal footprint
Management: Cloud console, single pane of glass
Reporting: Real-time dashboards and scheduled reports

Technical Questions

What's the difference between deep learning and regular AI in cybersecurity?

Traditional machine learning needs human-defined rules. Deep learning creates its own rules by analyzing billions of data points. Our deep learning identifies attack patterns that humans never anticipated - that's how we catch zero-days before anyone else. Neural networks trained on 10B+ malware samples identify patterns humans cannot see.

How do you stop attacks in 15 seconds when EDR takes hours?

EDR waits for suspicious behavior, logs it, sends to analysts, who investigate and respond. Our deep learning predicts attacks pre-execution - we know it's ransomware before it runs. No human delay in the response loop. We block threats in under 20 milliseconds, not hours.

What is XDR and why is it better than having separate security tools?

XDR (Extended Detection and Response) correlates signals across endpoints, network, email, and cloud. Separate tools see fragments; XDR sees the full attack. An attacker's phishing email + suspicious login + unusual file access looks innocent separately but obviously malicious together. XDR provides unified visibility in one console.

Will this generate tons of alerts my team has to investigate?

No. Our AI reduces false positives by 90%. We use confidence scoring - only high-confidence threats create alerts. Low-confidence events are automatically investigated by our SOC, not your team. Under 0.01% false positive rate in independent testing.

Can this integrate with our existing SIEM?

Yes. Native integrations with Splunk, Microsoft Sentinel, IBM QRadar, and others. RESTful API for custom integrations. We enhance your SIEM with high-fidelity alerts, not noise.

What operating systems are supported?

Cross-platform protection with a lightweight agent supporting Windows 10/11, Windows Server, macOS, Linux (Ubuntu, RHEL, CentOS), Android, and Chrome OS. Unified management across all device types.

How often does the agent need updates?

Only 1-2 updates needed per year. Our deep learning model works offline without cloud lookups, unlike signature-based solutions that require daily updates.

What types of attacks does the behavioral analysis engine prevent?

Fileless attacks, PowerShell attacks, remote code injection, shellcode attacks, credential theft and dumping, and anti-AMSI bypass. Dynamic in-memory heuristics catch threats that static analysis cannot.

Protection Plans with Cyber Insurance

Deep learning AI protection combined with cyber insurance coverage.

Personal Protection

$29.99/month

Per device

  • Deep Learning AI Protection
  • 24/7 SOC Monitoring
  • $500K Cyber Insurance
  • Identity Theft Protection
  • Ransomware Warranty

Business Protection

$39.99/month

Per endpoint

  • Deep Learning AI Protection
  • 24/7 SOC Monitoring
  • $1M Cyber Insurance
  • Business Interruption Coverage
  • Priority Incident Response

See the Technology in Action

Schedule a technical demo with our security engineers to see deep learning prevention in real-time.

Contact: chase@esure.ai