Computes cryptographic and fuzzy fingerprints for malware samples: MD5/SHA-1/SHA-256 for exact identity, plus import hashing (imphash), section hashing, and fuzzy hashes (ssdeep, TLSH) to cluster related variants. Activates for requests to hash a sample, compute imphash, or fingerprint files for similarity clustering.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Do not use cryptographic hashes alone to judge similarity — a single byte change yields a completely different SHA-256; use fuzzy/import hashing for relatedness.
hashlib (stdlib); optionally ssdeep/python-tlsh for fuzzy hashes and
pefile for imphash.Generate MD5, SHA-1, and SHA-256. SHA-256 is the canonical identity for sharing; MD5/SHA-1 aid lookups in legacy feeds.
python scripts/analyst.py hash sample.bin
For PE files, compute imphash (hash of the import table) and per-section hashes to pivot across samples built from the same toolchain.
Generate ssdeep and/or TLSH digests so near-duplicates can be matched even when bytes differ.
Store all digests with the sample metadata; query threat-intel feeds by SHA-256 and cluster by imphash/fuzzy hash.
references/api-reference.md for the hashing helper.还没有评价。欢迎分享你的使用感受。
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Reverses Android malware: unpacking APKs, decompiling DEX bytecode to readable Java, auditing the manifest for abused permissions and components, and locating dynamically loaded or native payloads. Activates for requests to analyze an APK, decompile DEX, or investigate a suspicious Android app.
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Analyzes API call traces from a sandbox or API monitor (JSON) to group calls by category, reconstruct high-level behaviors (process injection, file drops, network, crypto), and flag suspicious call sequences. Activates for requests to analyze an API trace, interpret sandbox API logs, or identify behavior from Win32/Native API calls.
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Analyzes Windows Authenticode signatures on PE files: checking for a signature, reading the signer certificate chain, detecting revoked/expired/stolen certs, and recognizing signature-stripping and catalog-signing abuse. Activates for requests to analyze a code signature, verify Authenticode, or assess signer trust on a PE.
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Analyzes banking trojan webinject configurations to extract targeted institutions, injected JavaScript/HTML, and data-theft hooks, mapping the fraud workflow. Activates for requests to analyze banking trojan webinjects, parse a webinject config, or map targeted banks and credential-theft injections.
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Analyzes Python-based malware packaged as PyInstaller/py2exe executables by detecting the packer, locating the embedded archive, and identifying bundled .pyc modules for extraction and decompilation. Activates for requests to analyze compiled Python malware, unpack a PyInstaller binary, or extract pyc modules from a frozen Python executable.
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Analyzes cryptojacking/coinminer malware by extracting mining pool endpoints (stratum), wallet addresses, algorithm and miner identifiers (XMRig and forks), and persistence or resource-control settings from static strings and config. Activates for requests to analyze a cryptominer, extract mining pool and wallet IOCs, or identify coinminer configuration.
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