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features
design
support

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Write a Review

Description

Darktrace Behavioral Defense Platform is an AI-powered cybersecurity platform designed to secure modern enterprises in the AI era. The platform provides unified visibility, continuous behavioral monitoring, and autonomous response across AI, people, and infrastructure. Darktrace uses Adaptive AI to continuously learn how an organization normally behaves across users, systems, relationships, AI interactions, and operational patterns. This behavioral understanding helps security teams identify anomalies, detect novel threats, and respond with speed and precision. The Secure AI capabilities help organizations monitor AI adoption, prompts, agents, development activity, and Shadow AI. The Secure People capabilities protect email and collaboration environments from phishing, account compromise, and other human-centered risks. The Secure Infrastructure capabilities help detect, investigate, and contain threats across network, cloud, identity, endpoint, and operational technology environments. Real-Time AI Analyst supports AI-driven detection, investigation, triage, response, prioritization, and reporting for security teams. By combining behavioral profiling, cross-domain visibility, autonomous response, AI security, email protection, infrastructure defense, and SOC support, Darktrace helps enterprises improve security outcomes in real time.

Description

Silmaril is an innovative defense mechanism against prompt injection that autonomously heals itself, aiming to safeguard AI systems from sophisticated, multi-layered threats that conventional barriers cannot mitigate. Unlike traditional methods that merely filter inputs, it envelops inference calls, assessing whether the sequence of actions is steering towards a detrimental result. By employing a multihead classifier, it evaluates user intentions, application contexts, and execution states simultaneously, which allows it to identify indirect injections, multi-turn attack sequences, context manipulation, and tool exploitation before any harm can occur. To enhance its protective capabilities, Silmaril incorporates autonomous threat-hunting agents that explore systems, identify weaknesses, and produce synthetic training data based on actual attack incidents. These findings facilitate automatic model retraining, allowing for the deployment of updated defenses in less than an hour, while simultaneously disseminating anonymized protective measures across all instances. Moreover, this proactive approach ensures that the system remains resilient against emerging threats, adapting continuously to the evolving landscape of cybersecurity challenges.

API Access

Has API Yes 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

Abstract Security Yes 
Agent Development Kit (ADK) No 
Azure Marketplace Yes 
Box Yes 
Checkpoint Anti-Spam and Email Security Yes 
Chronicle SOAR Yes 
Claude Code No 
Darktrace / NETWORK Yes 
Darktrace / OT Yes 
Expel Yes 
FortiADC Yes 
Google Drive Yes 
Microsoft 365 Yes 
Microsoft OneDrive Yes 
Network Critical Yes 
Okta Yes 
OpenClaw No 
OverSOC Yes 
Palo Alto Networks Next-Generation Firewalls Yes 
Recorded Future Yes 

Integrations

Abstract Security No 
Agent Development Kit (ADK) Yes 
Azure Marketplace No 
Box No 
Checkpoint Anti-Spam and Email Security No 
Chronicle SOAR No 
Claude Code Yes 
Darktrace / NETWORK No 
Darktrace / OT No 
Expel No 
FortiADC No 
Google Drive No 
Microsoft 365 No 
Microsoft OneDrive No 
Network Critical No 
Okta No 
OpenClaw Yes 
OverSOC No 
Palo Alto Networks Next-Generation Firewalls No 
Recorded Future No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours Yes 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Vendor Details

Company Name

Darktrace

Founded

2013

Country

United Kingdom

Website

www.darktrace.com

Vendor Details

Company Name

Simaril

Country

United States

Website

www.silmaril.dev/

Product Features

Cloud Security

Antivirus No 
Application Security No 
Behavioral Analytics No 
Encryption No 
Endpoint Management No 
Incident Management No 
Intrusion Detection System No 
Threat Intelligence No 
Two-Factor Authentication No 
Vulnerability Management No 

Cybersecurity

AI / Machine Learning Yes 
Behavioral Analytics Yes 
Endpoint Management Yes 
IOC Verification No 
Incident Management No 
Tokenization No 
Vulnerability Scanning Yes 
Whitelisting / Blacklisting Yes 

Email Security

Anti Spam No 
Anti Virus No 
Email Attachment Protection No 
Encryption No 
Policy Management No 
Quarantine No 
Reporting/Analytics No 
Whitelisting / Blacklisting No 

Incident Response

Attack Behavior Analytics No 
Automated Remediation No 
Compliance Reporting No 
Forensic Data Retention No 
Incident Alerting No 
Incident Database No 
Incident Logs No 
Incident Reporting No 
Privacy Breach Reporting No 
SIEM Data Ingestion / Correlation No 
SLA Tracking / Management No 
Security Orchestration No 
Threat Intelligence No 
Timeline Analysis No 
Workflow Automation No 
Workflow Management No 

IT Security

Anti Spam No 
Anti Virus No 
Email Attachment Protection No 
Event Tracking No 
IP Protection No 
Internet Usage Monitoring No 
Intrusion Detection System No 
Spyware Removal No 
Two-Factor Authentication No 
Vulnerability Scanning No 
Web Threat Management No 
Web Traffic Reporting No 

Network Security

Access Control No 
Analytics / Reporting No 
Compliance Reporting No 
Firewalls No 
Internet Usage Monitoring No 
Intrusion Detection System No 
Threat Response No 
VPN No 
Vulnerability Scanning No 

Network Traffic Analysis (NTA)

Anomalous Behavior Detection No 
High Bandwidth Usage Monitoring No 
Historical Behavior Data No 
Identify High Network Traffic Sources No 
Network Transaction Visibility No 
Stream Data to IDR or Data Lake No 
Traffic Decryption No 

Product Features

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