OPSWAT Research &
Intelligence Center
Your Daily View Into Emerging Malware & Zero-Day Threats
View daily insights into the evolving threat landscape—powered by global malware telemetry and AI-powered threat analysis.
Zero-Day Detection Overview
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报告


反恶意软件市场份额报告
Obtain market share data for leading anti-malware and next-gen antivirus vendors, including their top products.

深度CDR™技术报告
This report shares data on infected files cleaned by OPSWAT MetaDefender Cloud, based on samples from customers and community members.

深度CDR™技术:SE实验室准确性报告
OPSWAT achieves a groundbreaking 100% rating in SE Labs' Content Disarm & Reconstruction Test.

Venak Security's AMSTSO Test
经验证的速度与安全性:Venak Security的AMTSO标准测试证实MetaDefender 行业领先地位。

Explore the Threat Intelligence
Behind the Trends
Investigate the patterns, payloads, and attack techniques of file threats through
the FileScan community.
Join thousands of security professionals researching threats in real time.
The Threat Landscape Moves Faster Than Traditional Intelligence
The OPSWAT Research & Intelligence Center provides a window into:
- Emerging malware trends
- Unknown and suspicious file activity
- Zero-day threat patterns
- Global attack techniques targeting enterprises
All powered by real-world file analysis and threat telemetry.

See Threats As They Emerge
Insights include:
- Newly discovered malware variants
- Detection trends across security engines
- Suspicious file behavior patterns
- Emerging attacker techniques
Security teams can monitor how threats evolve and understand how attackers attempt to bypass security controls.

How the Intelligence Is Generated
A Unified Pipeline That Turns Unknown Files Into Actionable Intelligence
OPSWAT Research & Intelligence Center insights are powered by MetaDefender Aether, a unified four-layer zero-day detection pipeline that combines threat reputation, adaptive sandboxing, threat scoring, and ML-based similarity search to produce a single, consolidated verdict per file.

Pre-Execution Intelligence That Gets Smarter from Real Zero-Days
Alongside Aether, Predictive Alin AI adds a Pre-Execution intelligence layer that analyzes structural and behavioral indicators before runtime, enabling detection of malicious intent without requiring file detonation. This allows AI-driven verdicts to be generated within milliseconds.

Threat Intelligence From a Global Security Community
The OPSWAT Research & Intelligence Center surfaces insights derived from the FileScan.io threat analysis community.
Security professionals and researchers use this platform to:
- Analyze suspicious files
- Investigate malware samples
- Explore multi-layer threat analysis results
- Understand emerging attack techniques
This growing dataset allows security teams to observe threat patterns across industries and geographies.
The result: collective threat intelligence that benefits the entire security ecosystem.

Turn Threat Data Into Defensive Advantage
Security leaders, analysts, and researchers use these insights to:
- Stay Ahead of Emerging Threats
- Understand Evasion Techniques
- Validate Security Controls
- Accelerate Incident Investigations

Make Emerging Threat Intelligence Accessible
Cyber threats evolve every minute.
Security teams need faster access to intelligence that helps them detect and stop attacks earlier.
The OPSWAT Research & Intelligence Center was created to:
- Increase visibility into the global threat landscape
- Provide transparent insights into malware activity
- Empower security professionals with real analysis data
- Strengthen collaboration across the security community
Because the best defense against emerging threats is shared intelligence.

Explore the Threat Intelligence
Behind the Trends
Access deeper analysis, investigate suspicious files, and explore multi-layer malware detection through the FileScan community.
Join thousands of security professionals researching threats in real time.
Create a free account to analyze files and access deeper threat intelligence insights.



