performing-binary-exploitation-analysis

Fail

Audited by Gen Agent Trust Hub on Sep 15, 2026

Risk Level: CRITICALREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONDYNAMIC_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [REMOTE_CODE_EXECUTION]: The SKILL.md file contains instructions for installing the 'GEF' (GDB Enhanced Features) plugin by downloading a remote script from gef.blah.cat and piping it directly into bash. This pattern involves executing unverified code from an external domain without integrity checks.
  • [DYNAMIC_EXECUTION]: The skill demonstrates using the pwntools library to dynamically generate machine-executable shellcode at runtime (e.g., shellcraft.sh()) and execute it using the process() function. While this is the intended purpose of the skill, it involves runtime code generation and execution.
  • [COMMAND_EXECUTION]: The scripts/agent.py script executes system utilities such as checksec and ROPgadget using the subprocess module to analyze binary files.
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and analyze untrusted ELF binaries, which could be crafted to influence agent behavior or exploit the analysis tools.
  • Ingestion points: scripts/agent.py accepts binary paths via command-line arguments and loads them using the pwntools.ELF class.
  • Boundary markers: None identified in the provided instructions or scripts.
  • Capability inventory: scripts/agent.py executes system commands via subprocess.run; SKILL.md examples use pwntools to spawn and interact with processes.
  • Sanitization: No input validation or metadata sanitization is performed on the analyzed binaries before they are processed.
Recommendations
  • CRITICAL: 1 infected file(s) detected - DO NOT USE
  • HIGH: Downloads and executes remote code from: https://gef.blah.cat/sh - DO NOT USE without thorough review
  • CRITICAL: 1 file(s) identified as malware by FileRep - DO NOT USE
Audit Metadata
Risk Level
CRITICAL
Analyzed
Sep 15, 2026, 02:30 AM