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PHP Webshell Dataset

First PHP Webshell Opcode Incremental Dataset

홈페이지 · 논문 1편

# First PHP Webshell Opcode Incremental Dataset ## Motivation To improve the robustness of PHP webshell detection by analyzing low-level opcode patterns, circumventing common code obfuscation and evasion techniques. ## Content Summary - ​Samples: 10,000+ PHP files (5,000+ webshells, some with anti-detection tricks , 5,000+ benign files from WordPress/PHPCMS). Includes source code, opcodes, processed opcodes - ​Preprocessing: Extracted opcode sequences and decoded ​Opcode Double-Tuples (ODTs)​ with expert-designed filtering rules - ​Temporal Validation: Split into pre-2021 (training/validation) and 2021-2024 (testing) samples. Can be used for incremental learning. ## License ![CC BY-NC 4.0](https://creativecommons.org/licenses/by-nc/4.0/) *Academic use only. ## Key Value Enables behavior-based detection models by preserving semantic context through opcode-level feature engineering.

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