What are the AI/ML Aether offerings?

Introduction

The AI/ML Aether offerings enhance threat detection and analysis through a suite of advanced machine learning technologies integrated into the sandbox environment. These solutions are designed to uncover sophisticated threats, including zero-day malware, phishing sites, and malicious URLs, which often evade traditional defenses.

AI/ML features:

Threat Pattern Correlator: Similarity Search leverages advanced feature extraction techniques to identify and correlate unknown threats with known malware families. By analyzing behavioral patterns, code structures, and static attributes, our machine learning models detect even evasive or zero-day threats that traditional signature-based methods may miss.

More Info: Threat Pattern Correlator - Introduction

URL Reputation Predictor: The offline URL detection ML model enhances security by effectively identifying suspicious URLs

More Info: URL Reputation Predictor Overview

Brand Spoofing Detector: Utilizing full Chrome-based webpage rendering combined with machine learning-driven image analysis, the platform detects phishing attempts by scrutinizing visuals for impersonations of over 338 major brands.

More Info: ML Brand Detection

Web Threat Analyzer: Web Threat Detection Model enhances security by analyzing a website’s structure, behavior, and content to label pages as malicious, based on sandbox verdicts. After gathering data, it makes predictions in milliseconds. It works in standalone environments, but not in air-gapped systems.

More Info: Web Threat Analyzer Overview

ChatGPT Integration: The primary aim of this executive summary is to make threat analysis easier to understand by highlighting the most significant aspects of the malware report.

More Info: Chat GPT

Sandbox offerings

AI/ML servicesMetaDefender Sandbox (Online) / Adaptive Sandbox for MD CloudMetaDefender Sandbox (Offline)Adaptive Sandbox for MD Core (Embedded)Enabled by default
Threat Pattern Correlator Yes No No No
URL Reputation Predictor Yes Yes Yes No
Brand Spoofing Detector Yes No No Yes
Web Threat Analyzer Yes No No Yes
ChatGPT Integration Yes No Yes No

Aether offerings

AI/ML servicesMetaDefender Aether (Online) / Adaptive Sandbox for MD CloudMetaDefender Aether (Offline)MetaDefender Aether for Core (Embedded)Enabled by default
Threat Pattern Correlator Yes No No No
URL Reputation Predictor Yes Yes Yes No
Brand Spoofing Detector Yes No No Yes
Web Threat Analyzer Yes No No Yes
ChatGPT Integration Yes No Yes No
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Next to read:
How do you integrate the Sandbox IOC feed into the MetaDefender Cloud Reputation Service?

See the "Technical Datasheet" for a complete list of features: https://docs.opswat.com/filescan/datasheet/technical-datasheet

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What are the AI/ML Aether offerings?IntroductionAI/ML features:Sandbox offeringsAether offerings