Malware Detection on Windows PE Malware Top 15 Families
712Detection CountABLE (Ensemble)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ABLE (Ensemble)Ensemble Configuration=Ensemble2026.05 | 712 | 228 | |
| JoeSandboxSandbox Environment=JoeSandbox, Category=Baseline2026.05 | 484 | — | |
| CAPEv2Sandbox Environment=CAPEv2, Category=Baseline2026.05 | 457 | — | |
| ABLE (Qwen3-8B)LLM Backbone=Qwen3-8B, Ensemble Configuration=Single Model2026.05 | 446 | — | |
| ABLE (DeepSeek-R1-7B)LLM Backbone=DeepSeek-R1-7B, Ensemble Configuration=Single Model2026.05 | 353 | — | |
| MB-SignatureSandbox Environment=MB-Signature, Category=MalwareBazaar Collected Sandbox2026.05 | 332 | — | |
| ReversingLabsSandbox Environment=ReversingLabs, Category=MalwareBazaar Collected Sandbox2026.05 | 331 | — | |
| ABLE (Gemma3-12B)LLM Backbone=Gemma3-12B, Ensemble Configuration=Single Model2026.05 | 331 | — | |
| VMRaySandbox Environment=VMRay, Category=MalwareBazaar Collected Sandbox2026.05 | 329 | — | |
| TriageSandbox Environment=Triage, Category=MalwareBazaar Collected Sandbox2026.05 | 309 | — | |
| ABLE (Llama3.1-8B)LLM Backbone=LLama3.1-8B, Ensemble Configuration=Single Model2026.05 | 274 | — | |
| ANY.RUNSandbox Environment=ANY.RUN, Category=MalwareBazaar Collected Sandbox2026.05 | 266 | — | |
| CAPE (MalwareBazaar)Sandbox Environment=CAPE, Category=MalwareBazaar Collected Sandbox2026.05 | 248 | — | |
| IntezerSandbox Environment=Intezer, Category=MalwareBazaar Collected Sandbox2026.05 | 240 | — |