• Skip to main content
  • Skip to primary sidebar
  • Skip to footer
  • Home
  • About Darknet
  • Hacking Tools
  • Popular Posts
  • Darknet Archives
  • Contact Darknet
    • Advertise
    • Submit a Tool
Darknet – Hacking Tools, Hacker News & Cyber Security

Darknet - Hacking Tools, Hacker News & Cyber Security

Darknet is your best source for the latest hacking tools, hacker news, cyber security best practices, ethical hacking & pen-testing.

Pwnagotchi – Maximize Crackable WPA Key Material For Bettercap

February 12, 2023

Views: 6,243

Pwnagotchi is an A2C-based “AI” leveraging bettercap that learns from its surrounding WiFi environment to maximize crackable WPA key material it captures (either passively, or by performing authentication and association attacks). This material is collected as PCAP files containing any form of handshake supported by hashcat, including PMKIDs, full and half WPA handshakes.

Instead of merely playing Super Mario or Atari games like most reinforcement learning-based “AI” (yawn), Pwnagotchi tunes its own parameters over time to get better at pwning WiFi things in the environments you expose it to.

How Pwnagotchi works to get Maximize Crackable WPA Key Material For Bettercap

To be more precise, Pwnagotchi is using an LSTM with MLP feature extractor as its policy network for the A2C agent. If you’re unfamiliar with A2C, here is a very good introductory explanation (in comic form!) of the basic principles behind how Pwnagotchi learns. Be sure to check out the Usage doc for more pragmatic details of how to help your Pwnagotchi learn as quickly as possible.

Unlike the usual reinforcement learning simulations, Pwnagotchi actually learns at a human timescale because it is interacting with a real-world environment instead of a well-defined virtual environment (like playing Super Mario). Time for a Pwnagotchi is measured in epochs; a single epoch can last anywhere from a few seconds to many minutes, depending on how many access points and client stations are visible.

Multiple units within close physical proximity can “talk” to each other, advertising their presence to each other by broadcasting custom information elements using a parasite protocol I’ve built on top of the existing dot11 standard. Over time, two or more units trained together will learn to cooperate upon detecting each other’s presence by dividing the available channels among them for optimal pwnage.

Required Hardware

  • A Raspberry Pi Zero W (see here for more details on alternative bodies).
  • A microSD card (8GB minimum recommended, preferably of good quality and speed).
  • A decent quality micro-USB cord that allows data transfer (not just charging!)
  • A portable power bank (see here for benchmarks with popular portable batteries).
  • Optional: An hardware clock and one of the supported displays.

You can download Pwnagotchi here:

pwnagotchi-raspbian-lite-v1.5.5.zip

Or read more here.

Share
Tweet
Share
Buffer12
WhatsApp
Email
12 Shares

Filed Under: Hacking Tools Tagged With: bettercap, wifi-hacking, wifi-security



Primary Sidebar

Search Darknet

  • Email
  • Facebook
  • LinkedIn
  • RSS
  • Twitter

Advertise on Darknet

Latest Posts

AI-Powered Malware - The Next Evolution in Cyber Threats

AI-Powered Malware – The Next Evolution in Cyber Threats

Views: 272

Introduction Artificial Intelligence (AI) is reshaping cybersecurity on both sides of the … ...More about AI-Powered Malware – The Next Evolution in Cyber Threats

Falco - Real-Time Threat Detection for Linux and Containers

Falco – Real-Time Threat Detection for Linux and Containers

Views: 378

Security visibility inside containers, Kubernetes, and cloud workloads remains among the hardest … ...More about Falco – Real-Time Threat Detection for Linux and Containers

Wazuh – Open Source Security Platform for Threat Detection, Visibility & Compliance

Wazuh – Open Source Security Platform for Threat Detection, Visibility & Compliance

Views: 700

As threat surfaces grow and attack sophistication increases, many security teams face the same … ...More about Wazuh – Open Source Security Platform for Threat Detection, Visibility & Compliance

Best Open Source HIDS Tools for Linux in 2025 (Compared & Ranked)

Views: 604

With more businesses running Linux in production—whether in bare metal, VMs, or containers—the need … ...More about Best Open Source HIDS Tools for Linux in 2025 (Compared & Ranked)

SUDO_KILLER - Auditing Sudo Configurations for Privilege Escalation Paths

SUDO_KILLER – Auditing Sudo Configurations for Privilege Escalation Paths

Views: 646

sudo is a powerful utility in Unix-like systems that allows permitted users to execute commands with … ...More about SUDO_KILLER – Auditing Sudo Configurations for Privilege Escalation Paths

Bantam - Advanced PHP Backdoor Management Tool For Post Exploitation

Bantam – Advanced PHP Backdoor Management Tool For Post Exploitation

Views: 487

Bantam is a lightweight post-exploitation utility written in C# that includes advanced payload … ...More about Bantam – Advanced PHP Backdoor Management Tool For Post Exploitation

Topics

  • Advertorial (28)
  • Apple (46)
  • Countermeasures (228)
  • Cryptography (82)
  • Database Hacking (89)
  • Events/Cons (7)
  • Exploits/Vulnerabilities (431)
  • Forensics (65)
  • GenAI (3)
  • Hacker Culture (8)
  • Hacking News (230)
  • Hacking Tools (684)
  • Hardware Hacking (82)
  • Legal Issues (179)
  • Linux Hacking (74)
  • Malware (238)
  • Networking Hacking Tools (352)
  • Password Cracking Tools (104)
  • Phishing (41)
  • Privacy (219)
  • Secure Coding (118)
  • Security Software (235)
  • Site News (51)
    • Authors (6)
  • Social Engineering (37)
  • Spammers & Scammers (76)
  • Stupid E-mails (6)
  • Telecomms Hacking (6)
  • UNIX Hacking (6)
  • Virology (6)
  • Web Hacking (384)
  • Windows Hacking (169)
  • Wireless Hacking (45)

Security Blogs

  • Dancho Danchev
  • F-Secure Weblog
  • Google Online Security
  • Graham Cluley
  • Internet Storm Center
  • Krebs on Security
  • Schneier on Security
  • TaoSecurity
  • Troy Hunt

Security Links

  • Exploits Database
  • Linux Security
  • Register – Security
  • SANS
  • Sec Lists
  • US CERT

Footer

Most Viewed Posts

  • Brutus Password Cracker – Download brutus-aet2.zip AET2 (2,299,674)
  • Darknet – Hacking Tools, Hacker News & Cyber Security (2,173,113)
  • Top 15 Security Utilities & Download Hacking Tools (2,096,648)
  • 10 Best Security Live CD Distros (Pen-Test, Forensics & Recovery) (1,199,695)
  • Password List Download Best Word List – Most Common Passwords (933,536)
  • wwwhack 1.9 – wwwhack19.zip Web Hacking Software Free Download (776,183)
  • Hack Tools/Exploits (673,305)
  • Wep0ff – Wireless WEP Key Cracker Tool (530,198)

Search

Recent Posts

  • AI-Powered Malware – The Next Evolution in Cyber Threats May 21, 2025
  • Falco – Real-Time Threat Detection for Linux and Containers May 19, 2025
  • Wazuh – Open Source Security Platform for Threat Detection, Visibility & Compliance May 16, 2025
  • Best Open Source HIDS Tools for Linux in 2025 (Compared & Ranked) May 14, 2025
  • SUDO_KILLER – Auditing Sudo Configurations for Privilege Escalation Paths May 12, 2025
  • Bantam – Advanced PHP Backdoor Management Tool For Post Exploitation May 9, 2025

Tags

apple botnets computer-security darknet Database Hacking ddos dos exploits fuzzing google hacking-networks hacking-websites hacking-windows hacking tool Information-Security information gathering Legal Issues malware microsoft network-security Network Hacking Password Cracking pen-testing penetration-testing Phishing Privacy Python scammers Security Security Software spam spammers sql-injection trojan trojans virus viruses vulnerabilities web-application-security web-security windows windows-security Windows Hacking worms XSS

Copyright © 1999–2025 Darknet All Rights Reserved · Privacy Policy