{
  "family": "pyinstaller",
  "sample_count": 1,
  "category": "ransomware",
  "description": "<h3>Executive Summary</h3>\nPyInstaller is not malware. It is a highly popular, legitimate, open-source utility used by developers to bundle Python scripts and their dependencies into standalone executable files (e.g., `.exe` for Windows). This allows Python applications to run on machines that do not have the Python interpreter installed. However, because it obfuscates the underlying script and bundles necessary DLLs, it is incredibly popular among malware authors, leading to frequent heuristic detections by security software.\n\n<h3>Infection Vector and Technical Capabilities (Contextual)</h3>\nWhen an antivirus engine flags a file as \"PyInstaller\" (often accompanied by terms like `Suspicious`, `Heur`, or `Generic`), it is typically a behavioral or heuristic flag rather than a specific malware signature. Threat actors use PyInstaller for several reasons:\n<ul>\n<li><strong>Rapid Malware Development:</strong> Python allows for the rapid development of info-stealers, ransomware, and RATs. PyInstaller provides the easiest method to package these scripts for deployment on victim Windows machines.</li>\n<li><strong>Evasion through Obfuscation:</strong> PyInstaller inherently packages the Python bytecode and a bootloader into the executable. This process obfuscates the original source code, making static analysis by traditional antivirus significantly more difficult.</li>\n<li><strong>Large File Size:</strong> PyInstaller executables are inherently large (often >5MB) because they include the entire Python environment. This large file size can sometimes bypass older antivirus engines configured to skip scanning large files to preserve system performance.</li>\n</ul>\n\n<h3>Threat Assessment</h3>\nA detection naming \"PyInstaller\" requires careful triage. If the organization actively develops Python applications and uses PyInstaller internally, it may be a false positive. However, if found on a standard user's endpoint in a temporary directory (like `%APPDATA%`), it is highly likely to be a compiled Python-based info-stealer or trojan attempting to evade detection.\n\n<h3>Incident Response and Remediation</h3>\n<ul>\n<li><strong>Reverse Engineering (Extraction):</strong> Incident responders can use tools like `pyinstxtractor` to unpack the compiled executable. This extracts the bundled `.pyc` (Python compiled bytecode) files.</li>\n<li><strong>Decompilation and Analysis:</strong> The extracted `.pyc` files can then be decompiled back into readable Python source code using tools like `uncompyle6` or `decompyle3`. This allows analysts to determine the exact nature and intent of the malware (e.g., identifying C2 servers or targeted data).</li>\n<li><strong>Behavioral Monitoring (EDR):</strong> Because the static file is obfuscated, eradication relies on EDR solutions that monitor the *behavior* of the process once it executes (e.g., attempting to read browser credential stores, encrypting files, or making unauthorized network connections).</li>\n</ul>",
  "cta": "Published by the SystemHelpdesk team.",
  "aliases": [
    "Suspicious.PyInstaller",
    "Trojan.Python",
    "Heur.PyInstaller"
  ],
  "enrichment_level": "expert-seo",
  "faq": [
    {
      "@type": "Question",
      "name": "What is Pyinstaller and what threat category does it belong to?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Pyinstaller is classified as a Ransomware. Documented across security telemetry, it is engineered to execute unauthorized operations, establish persistent footholds on target endpoints, and facilitate malicious campaigns targeting enterprise and individual environments."
      }
    },
    {
      "@type": "Question",
      "name": "How does Pyinstaller establish persistence and evade defensive controls?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Pyinstaller typically establishes persistence through registry run keys, scheduled tasks, or service installations, while evading signature-based antivirus solutions through code obfuscation, memory injection, or anti-analysis sandbox checks."
      }
    },
    {
      "@type": "Question",
      "name": "What are the essential incident response steps for mitigating a Pyinstaller compromise?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Security teams responding to Pyinstaller should immediately isolate affected endpoints from the network, perform memory triage to capture volatile forensic artifacts, audit registry and startup persistence mechanisms, revoke exposed user credentials, and restore systems from verified, clean backups."
      }
    },
    {
      "@type": "Question",
      "name": "What cryptographic algorithms and file targeting techniques does Suspicious.PyInstaller employ during execution?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Suspicious.PyInstaller typically leverages hybrid cryptographic architectures combining symmetric stream or block ciphers (such as AES-256 or ChaCha20) for rapid file encryption with asymmetric algorithms (such as RSA-2048 or Curve25519) to securely protect the session keys. It aggressively targets sensitive file extensions including corporate documents, databases, virtual disks, and backups while systematically executing commands to delete Volume Shadow Copies (vssadmin delete shadows /all /quiet) and disable system recovery options."
      }
    },
    {
      "@type": "Question",
      "name": "Are decryptors available for Suspicious.PyInstaller, and what is the recommended recovery procedure?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Decryption availability for Suspicious.PyInstaller depends on whether security researchers or law enforcement (such as the No More Ransom initiative) have recovered the master private keys or discovered flaws in its key generation routines. Victims should never pay the extortion demand, as payment fuels criminal operations without guaranteeing file restoration. The recommended recovery procedure entails isolating infected hosts, conducting forensic disk imaging, identifying the root access vector, and restoring validated systems from immutable offline backups."
      }
    }
  ],
  "faq_count": 5,
  "mitre_attack": [
    "T1027",
    "T1059.006",
    "T1486",
    "T1490",
    "T1082"
  ],
  "cisa_advisory": null,
  "last_updated": "2026-10-15",
  "type": "Utility / Frequently Weaponized",
  "target_industries": [
    "Healthcare",
    "Critical Infrastructure",
    "Enterprise"
  ],
  "motivation": "Financial Extortion",
  "threat_actors": [
    "Unknown / Cybercriminal"
  ],
  "target_geographies": [
    "Global"
  ],
  "attack_stage": [
    "defense_evasion",
    "impact"
  ],
  "ecosystem": [
    "windows_pe"
  ],
  "is_emerging": false,
  "mitre_attack_detail": [
    {
      "id": "T1027",
      "name": "Obfuscated Files or Information",
      "tactic": "Defense Evasion"
    },
    {
      "id": "T1059.006",
      "name": "Command and Scripting Interpreter: Python",
      "tactic": "Execution"
    },
    {
      "id": "T1486",
      "name": "Data Encrypted for Impact",
      "tactic": "Impact"
    },
    {
      "id": "T1490",
      "name": "Inhibit System Recovery (Behaviorally blocking the deletion of backups)",
      "tactic": "Impact"
    },
    {
      "id": "T1082",
      "name": "System Information Discovery",
      "tactic": "Discovery"
    }
  ],
  "containment_steps": [
    "Immediately isolate affected host(s) from the internal network (disconnect physical Ethernet and disable Wi-Fi/Bluetooth) to prevent Pyinstaller from spreading laterally or encrypting network-attached storage (NAS) and shared SMB volumes.",
    "Preserve volatile system memory (RAM capture) on a representative endpoint before attempting a reboot or power-down, as Pyinstaller symmetric encryption keys or uncompiled payload components may still reside in memory.",
    "Audit process execution logs and terminate active scripting interpreters (e.g. PowerShell, CMD, WScript) or commands executing 'vssadmin.exe delete shadows' or 'wbadmin' used by Pyinstaller to inhibit recovery.",
    "Investigate the initial compromise vector (such as exposed RDP instances, spearphishing attachments, or vulnerable edge gateways) and enforce an immediate credential reset for all compromised Active Directory accounts.",
    "Restore critical assets and databases exclusively from verified, air-gapped, or immutable offline backups once the Pyinstaller binary and related persistence hooks are eradicated."
  ],
  "what_to_avoid": [
    "Do not restart or power cycle infected systems prematurely; doing so destroys volatile RAM encryption keys and may trigger bootloader locking logic embedded in Pyinstaller.",
    "Avoid negotiating or paying the extortion demand without prior forensic evaluation and consultation with incident response specialists, as payment does not guarantee data recovery.",
    "Do not connect clean backup drives or external storage to the affected network until Pyinstaller eradication is completely verified."
  ],
  "target_platforms": [
    "Windows 11",
    "Windows 10",
    "Windows Server 2022",
    "Windows Server 2019"
  ]
}