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GitHub - pwnwriter/seg: Analyze binaries and generate structured reports for AI agents and security research.
pwn0x01 · 2026-04-30 · via Hacker News - Newest: "AI"

Analyze. Understand. Exploit binaries || seg,  A CLI tool that gives you actionable binary intelligence in one command. Point it at any ELF binary and get a full recon report — protections, dangerous functions, symbols with PLT/GOT addresses, disassembly highlights, libc resolution, and a suggested exploit strategy. Built for CTF players, pentesters, and AI agents.

No more running 7 tools and cross-referencing output manually. One command. Full picture. 🦀

GitHub Release Crate Release MIT LICENSE ko-fi

-----------------------------------------------------

Table of contents

-----------------------------------------------------

Features

  • One command recon: Run seg analyze ./binary and get everything — protections, symbols, strings, disassembly, exploit strategy.
  • Dual output: --markdown for humans, --json for AI agents and automation pipelines.
  • Dangerous function detection: Flags gets, strcpy, system, printf and 17 more risky functions with call-site locations.
  • Exploit strategy: Automatically suggests ret2libc, ret2win, format string, shellcode, ROP, or heap exploitation based on what it finds.
  • Libc resolution: Extracts local libc from ldd and queries libc.rip for remote libc matching with useful offsets (system, str_bin_sh, etc.).
  • Disassembly highlights: Pulls out main, _start, and suspiciously named functions (vuln, win, backdoor, shell, etc.).
  • String categorization: Separates shell commands, format strings, file paths, URLs, and suspicious strings.
  • Portable: Written in Rust. Wraps standard Linux tools you already have.

TODO (pls help)

  • seg invoke: call exported functions from shared libraries using dlopen, dlsym, and libffi.

  • seg invoke --addr: call functions inside ELF binaries by address using debugger-assisted execution.

  • seg hook: hook libc/imported functions using LD_PRELOAD.

  • seg hook --frida: runtime hooks using Frida later.

    References: https://youtu.be/0o8Ex8mXigU?si=Qq60LRr5jUB_nnwR

Installation

🌼 Source  
git clone --depth=1 https://github.com/pwnwriter/seg --branch=main
cd seg
cargo build --release

Binary will be at target/release/seg. Move it to your $PATH.

🎠 Cargo  
cargo install seg
❄️ Nix  
nix run github:pwnwriter/seg

Requirements

seg wraps these standard Linux tools (most are pre-installed):

Tool Package Purpose
file coreutils Binary type detection
stat coreutils File metadata
strings binutils String extraction
readelf binutils ELF headers, sections, segments, symbols
objdump binutils Disassembly, PLT/GOT resolution
ldd glibc Linked library detection
checksec checksec Security protections

Missing tools won't crash seg — they degrade gracefully and report what couldn't be gathered.

-----------------------------------------------------

Usage

╔═╝╔═╝╔═╝
══║╔═╝║ ║
══╝══╝══╝ v0.1.0
    Analyze. Understand. Exploit binaries
                @pwnwriter/seg
  • Markdown report to stdout  
    seg analyze ./vuln --markdown
  • Markdown report to file  
    seg analyze ./vuln --markdown report.md
  • JSON report to stdout  
    seg analyze ./vuln --json
  • JSON report to file  
    seg analyze ./vuln --json report.json
  • Both formats at once  
    seg analyze ./vuln --markdown report.md --json report.json
  • Short aliases  
    seg ana ./vuln --json
    seg analy ./vuln --markdown
  • Pipe JSON to jq  
    seg analyze ./vuln --json | jq '.strategy'
    seg analyze ./vuln --json | jq '.dangerous_functions'
    seg analyze ./vuln --json | jq '.exploitation_hints'

-----------------------------------------------------

Report Sections

📊 View Report Sections
# Section Description
1 Summary Binary path, type, arch, bits, endianness
2 Security Protections PIE, NX, Canary, RELRO, Fortify
3 File Metadata Size, permissions, owner, SHA256
4 ELF Headers Entry point, machine, ABI
5 Program Segments LOAD, INTERP, etc. with permissions
6 Sections .text, .plt, .got, .bss, etc.
7 Linked Libraries Shared libraries from ldd
8 Dynamic Entries NEEDED, INIT, FINI, etc.
9 Imported Functions Name, library, PLT address, GOT address
10 Exported Symbols Name, address, type
11 Interesting Strings Shell, format strings, paths, URLs, suspicious
12 Disassembly Highlights Entry point, main, suspicious functions
13 Dangerous Functions gets, strcpy, system, printf, etc. with risk + location
14 Exploitation Hints Buffer overflow, format string, ret2libc, ROP
15 Libc Information Local libc + libc.rip matching
16 Suggested Strategy Most likely exploit path with step-by-step
17 AI Agent Summary One-line summary for automation
18 Raw Tool Outputs Unprocessed output from all tools

-----------------------------------------------------

How it works

seg is a wrapper and analyzer — it runs standard binary analysis tools, parses their output, cross-references the results, and generates structured intelligence:

Binary ──→ file, stat, readelf, objdump, strings, ldd, checksec
               │
               ▼
         Parse & Cross-reference
               │
               ▼
    Dangerous functions + Exploitation hints + Strategy
               │
               ▼
       Markdown (human) / JSON (machine)

The JSON output is designed to be consumed directly by AI agents, exploit scripts, or automation pipelines. Every address, every symbol, every protection status is structured and queryable.

-----------------------------------------------------

Contribution

Contributions are welcome! You can suggest features, report bugs, fix issues via issues or pull requests. Help with code, documentation, and spreading the word about seg is appreciated!

Building test binaries

# Compile sample vulnerable binaries for testing
./tests/compile.sh

# Run seg against them
seg analyze ./tests/bins/bof_basic --markdown
seg analyze ./tests/bins/fmt_string --json
seg analyze ./tests/bins/ret2libc --json | jq '.strategy'
seg analyze ./tests/bins/heap_uaf --json | jq '.dangerous_functions'

Support

I am a student currently attending university. I like working for Open Source in my free time. If you find my tool or work beneficial, please consider supporting me via KO-FI by leaving a star; I'll appreciate your action :)

Also see

  • Haylxon :- A blazingly fast tool to grab screenshots of webpages from terminal
  • Kanha :- A web-app pentesting suite written in Rust
  • checksec :- Bash script to check binary security properties
  • pwntools :- CTF framework and exploit development library
  • binsider :- Analyze ELF binaries like a boss 😼🕵️‍♂️

License

Licensed under the MIT LICENSE

Copyright © 2026 - present pwnwriter me