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What is Google AI Threat Defense?

Google AI Threat Defense is an autonomous cybersecurity platform engineered to help organizations defend against modern AI-powered cyber threats through continuous risk management, intelligent analysis, and automated remediation. Designed for complex enterprise environments, the platform combines the reasoning and analysis capabilities of Gemini and other advanced AI models with contextual risk prioritization from Wiz, code remediation technologies from Gemini and CodeMender, and the global threat intelligence expertise of Mandiant. The solution follows a structured four-stage security framework—Prepare, Scan, Remediate, and Monitor—that enables organizations to proactively identify, assess, and eliminate security risks before they can be exploited. In the preparation stage, the platform continuously maps multicloud, hybrid, SaaS, AI, and application environments to identify exposed attack paths, misconfigurations, shadow assets, legacy technologies, and ownership gaps. Advanced scanning capabilities perform deep code analysis, vulnerability validation, exploitability assessment, and AI-driven adversarial testing, providing security teams with contextual insights rather than large volumes of theoretical findings. Automated remediation workflows generate tailored fixes directly within developer environments, accelerate vulnerability resolution, and enable organizations to manage increasing volumes of AI-discovered security issues. Continuous monitoring capabilities leverage AI-powered detection, threat hunting, behavioral analysis, and automated security operations to identify hidden threats and respond rapidly to anomalous activity across networks, applications, identities, and software development pipelines.

What is Darktrace?

Darktrace Behavioral Defense Platform is a unified cybersecurity platform built to help organizations secure AI, people, and infrastructure across the modern enterprise. The platform provides continuous visibility, behavioral monitoring, threat detection, investigation, triage, and autonomous response in real time. Darktrace is powered by Adaptive AI, which learns the distinct behaviors, relationships, and operational patterns of every organization it protects. This creates a unique behavioral profile that helps security teams detect subtle anomalies and novel threats that static security approaches may miss. The platform’s Secure AI capabilities help organizations monitor and oversee AI adoption, prompts, agents, development activity, and Shadow AI. Its Secure People capabilities protect email and collaboration environments by identifying phishing, account compromise, and risky behavior based on normal user patterns. Its Secure Infrastructure capabilities cover hybrid network, cloud, identity, endpoint, and OT environments with detection, investigation, and autonomous containment. Darktrace provides 360-degree insights by correlating activity across AI, people, and infrastructure to create a connected view of threats across the digital estate. Real-Time AI Analyst helps security teams reduce manual work by supporting detection, investigation, prioritization, response, containment, and written reporting. The platform is designed so organizations can start with AI, people, or infrastructure security controls and expand protection over time through natively integrated products. By combining Adaptive AI, behavioral profiling, cross-domain visibility, autonomous response, AI oversight, email protection, infrastructure defense, and SOC acceleration, Darktrace helps organizations defend against threats with greater context and precision.

Media

Media

Integrations Supported

Google Cloud Platform
Abstract Security
Amazon Web Services (AWS)
Axonius
Checkpoint Anti-Spam and Email Security
Darktrace / IDENTITY
Docker
Dropbox
Gemini
Jira Align
Kubernetes
Microsoft Azure
Okta
OverSOC
Recorded Future
ServiceNow
Swimlane
ThreatAware
Wiz
Zoom

Integrations Supported

Google Cloud Platform
Abstract Security
Amazon Web Services (AWS)
Axonius
Checkpoint Anti-Spam and Email Security
Darktrace / IDENTITY
Docker
Dropbox
Gemini
Jira Align
Kubernetes
Microsoft Azure
Okta
OverSOC
Recorded Future
ServiceNow
Swimlane
ThreatAware
Wiz
Zoom

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Pricing Information

Pricing not provided
Free Version
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Google

Date Founded

1998

Company Location

United States

Company Website

cloud.google.com/security/ai-threat-defense

Company Facts

Organization Name

Darktrace

Date Founded

2013

Company Location

United Kingdom

Company Website

www.darktrace.com

Categories and Features

Static Code Analysis

Analytics / Reporting
Code Standardization / Validation
Multiple Programming Language Support
Provides Recommendations
Standard Security/Industry Libraries
Vulnerability Management

Vulnerability Scanners

Asset Discovery
Black Box Scanning
Compliance Monitoring
Continuous Monitoring
Defect Tracking
Interactive Scanning
Logging and Reporting
Network Mapping
Perimeter Scanning
Risk Analysis
Threat Intelligence
Web Inspection

Categories and Features

Cloud Security

Antivirus
Application Security
Behavioral Analytics
Encryption
Endpoint Management
Incident Management
Intrusion Detection System
Threat Intelligence
Two-Factor Authentication
Vulnerability Management

Cybersecurity

AI / Machine Learning
Behavioral Analytics
Endpoint Management
IOC Verification
Incident Management
Tokenization
Vulnerability Scanning
Whitelisting / Blacklisting

Email Security

Anti Spam
Anti Virus
Email Attachment Protection
Encryption
Policy Management
Quarantine
Reporting/Analytics
Whitelisting / Blacklisting

Incident Response

Attack Behavior Analytics
Automated Remediation
Compliance Reporting
Forensic Data Retention
Incident Alerting
Incident Database
Incident Logs
Incident Reporting
Privacy Breach Reporting
SIEM Data Ingestion / Correlation
SLA Tracking / Management
Security Orchestration
Threat Intelligence
Timeline Analysis
Workflow Automation
Workflow Management

IT Security

Anti Spam
Anti Virus
Email Attachment Protection
Event Tracking
IP Protection
Internet Usage Monitoring
Intrusion Detection System
Spyware Removal
Two-Factor Authentication
Vulnerability Scanning
Web Threat Management
Web Traffic Reporting

Network Security

Access Control
Analytics / Reporting
Compliance Reporting
Firewalls
Internet Usage Monitoring
Intrusion Detection System
Threat Response
VPN
Vulnerability Scanning

Network Traffic Analysis (NTA)

Anomalous Behavior Detection
High Bandwidth Usage Monitoring
Historical Behavior Data
Identify High Network Traffic Sources
Network Transaction Visibility
Stream Data to IDR or Data Lake
Traffic Decryption

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