35+ Detection Engines and Growing, Working in Parallel
From industry-leading antivirus vendors to specialized threat hunters and academic research labs, our engine network combines diverse detection approaches to catch what others miss.
Engine Categories
Commercial Antivirus
Industry-leading AV vendors with massive signature databases and years of threat intelligence.
Sandbox Analysis
Dynamic analysis engines that execute samples in isolated environments to observe malicious behavior.
Machine Learning
AI-powered engines that identify malware through behavioral patterns and code similarity analysis.
URL & Phishing
Specialized engines for detecting malicious URLs, phishing sites, and web-based threats.
YARA & Signatures
Rule-based detection engines using custom signatures and YARA rules from threat researchers.
Regional Specialists
Engines with expertise in region-specific malware and local threat landscapes.
Why Engine Diversity Matters
No single engine catches everything. The swarm combines strengths and eliminates blind spots.
Regional Coverage
Global threat detection
Engines from Asia, Europe, Americas, and beyond. Local threats that one region sees first get detected by specialists who know them best.
- Asia-Pacific coverage
- European threat specialists
- Americas-focused detection
Zero-Day Speed
Early detection advantage
Different engines update at different speeds. Specialized threat hunters often catch emerging threats hours before major vendors.
- Rapid update cycles
- Specialized threat hunters
- Hours ahead of major vendors
Technique Variety
Multiple analysis methods
Static analysis, behavioral sandboxing, ML models, signature matching. Different approaches catch different evasion techniques.
- Static analysis
- Behavioral sandboxing
- ML-based detection
- Signature matching
Weighted Consensus
Accuracy-driven scoring
PolyScore weighs each verdict by historical accuracy. High-performing engines have more influence on the final verdict.
- Historical accuracy weighting
- Performance-based influence
- Authoritative final verdict
Engines Powering the Swarm
A sample of the detection engines currently active on PolySwarm. Commercial vendors, specialized threat hunters, and research-grade analysis, competing in parallel on every artifact.
The People Behind the Engines
PolySwarm's detection network is powered by security professionals from 20+ countries, anti-virus companies, malware researchers, academic labs, and independent developers.
Global Expertise
Engine contributors span the US, India, Korea, Israel, Japan, Germany, UK, France, Australia, and more. Regional expertise means local threats are caught by people who understand them.
Cross-Platform Coverage
Windows PE, Linux ELF, macOS Mach-O, Android APK, Office documents, PDFs, URLs, domains, IPs, archives, scripts, and email formats. Specialists who focus on what they know best.
Redundant Detection
Multiple engines analyse every artifact independently. If one engine misses a threat, others catch it. No single point of failure in the detection pipeline.
Freshest Intelligence
Researcher-driven engines are motivated to detect threats first. This competition produces the freshest malware intelligence available, catching samples earlier in the attack cycle.
Want to Join the Network
If you have detection capabilities, you can join the PolySwarm marketplace and earn rewards for every accurate verdict.