Hunts for Windows persistence across autostart locations: Run keys, services, scheduled tasks, WMI event subscriptions, and startup folders, baselining them to surface anomalous or recently added entries. Activates for requests to hunt persistence, audit autostart extensibility points, or find malware autoruns on Windows.
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Do not use a single host's autoruns list as ground truth — many legitimate entries look unusual; comparison against a fleet baseline is what makes anomalies meaningful.
Collect the common Autostart Extensibility Points across hosts: Run keys (T1547.001), services (T1543.003), scheduled tasks (T1053.005), and WMI subscriptions (T1546.003).
Compare each host's entries to the fleet baseline; entries appearing on few hosts, unsigned, or pointing to user-writable/temp paths bubble up.
python scripts/analyst.py hunt autostart.json --baseline baseline.json
Raise priority for: unsigned binaries, LOLBins launched with encoded args, paths in
%TEMP%/%APPDATA%, recently created tasks, and WMI consumers running scripts.
For each high-score entry, pull the target binary's signing/hash, the creating user/time, and correlate with process and network telemetry.
Validate suspicious entries (sandbox/RE the binary), escalate confirmed persistence to IR, and turn the pattern into a detection.
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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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