SecureWoof
SecureWoof: The AI-powered malware scanner you can trust.
Description:
SecureWoof is an AI-powered malware scanner that uses a variety of techniques to detect malicious software. These techniques include static Yara rules, unpacking using Retdec unpacker, decompilation into a single c file using Ghidra, formatting using clang-tidy, embedding using FastText, and finally checking for maliciousness using a trained RoBERTa transformer network. SecureWoof was trained using the SOREL-20M malware dataset.
SecureWoof also has a free public API that can be used to scan files for malware. Here is an example of how to call the API via JavaScript:
javascript const SecureWoof = require('securewoof');
const scanner = new SecureWoof.Scanner();
scanner.scanFile('path/to/file.exe', (err, result) => { if (err) { console.error(err); } else { console.log(result); } });
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Features
- AI-powered malware scanning
- Static Yara rules
- Retdec unpacker
- Ghidra decompiler
- Clang-tidy formatter
- FastText embedding
- RoBERTa transformer network
- Public API
Advantages
- High accuracy
- Low false positive rate
- Fast scanning
- Easy to use
- Free public API
Disadvantages
- May not be able to detect all malware
- Requires an internet connection to scan files
- Can be slow to scan large files
Frequently Asked Questions
-
Q:How does SecureWoof work?
A:SecureWoof uses a variety of techniques to detect malicious software, including static Yara rules, unpacking using Retdec unpacker, decompilation into a single c file using Ghidra, formatting using clang-tidy, embedding using FastText, and finally checking for maliciousness using a trained RoBERTa transformer network. -
Q:Is SecureWoof free to use?
A:Yes, SecureWoof is free to use, both the web interface and the public API. -
Q:How do I use the SecureWoof API?
A:Here is an example of how to call the SecureWoof API via JavaScript: javascript const SecureWoof = require('securewoof'); const scanner = new SecureWoof.Scanner(); scanner.scanFile('path/to/file.exe', (err, result) => { if (err) { console.error(err); } else { console.log(result); } });
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