• 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.

unmask.py – Statistical E-mail & Blog Profiling

October 3, 2007

Views: 4,885

[ad]

This is a cool tool I found recently amongst all the flame wars in the security mailing lists, someone developed this tool to profile the semantics of text.

Basically you pump in a load of e-mails from a known source, then compare it to the anonymous socks and see what probability it is that they are the same person based on the text. You can do the same thing with blogs, not just e-mail!

This is version 1.0 of Unmask – a python script that attempts to unmask anonymous text by matching its statistical properties against someone else’s text with a known identity.

Other uses include determining “area of origin”,gender,age, occupation, sexual orientation, etc from text’s statistical properties. Any decision YOU can make against an unknown author, Unmask will also make. Of course, it may be less or more accurate than your determination.

You should probably fiddle with it as you go, to make it work on whatever sample set you have, before using it in the wild.

To use it, simple “store” text (with -s bob -f file.txt). Then just compare your unknown file to that particular store, or use -i to compare it to all stores. Make up a store of all male and all female text and then compare some random weblog, just for kicks.

You can download unmask here:

unmask1.0.tar.gz

Share
Tweet
Share
Buffer
WhatsApp
Email
0 Shares

Filed Under: Hacking News



Reader Interactions

Comments

  1. dre says

    October 25, 2007 at 11:07 pm

    watch as christopher abad explains how behaviorial analysis can be applied to user fingerprinting in his slides from Toorcon 2004. the winner of a selected set of words can be predicted based on their use of the command line (bash shell in this case).

    i just saw chris abad speak again at toorcon 9 this past weekend. he is an excellent speaker, and usually “you have to be there” to understand – his work can’ really be explained.

    i imagine that with abad’s techniques (and dave aitel’s techniques in umask.py) – along with hdm’s decloak… and a little Google Analytics cookie saving and search query stealing – you can gather tons of information on random bloggers or other website users.

  2. Sir Henry says

    December 14, 2007 at 7:34 pm

    Darknet, have you tried this tool yet? What are your thoughts on it? It would be interesting to see any results from a test.

Primary Sidebar

Search Darknet

  • Email
  • Facebook
  • LinkedIn
  • RSS
  • Twitter

Advertise on Darknet

Latest Posts

AgentSmith HIDS - Host Based Intrusion Detection

AgentSmith HIDS – Host Based Intrusion Detection

padre - Padding Oracle Attack Tool

padre – Padding Oracle Attack Exploiter Tool

Privacy Implications of Web 3.0 and Darknets

Privacy Implications of Web 3.0 and Darknets

DataSurgeon - Extract Sensitive Information (PII) From Logs

DataSurgeon – Extract Sensitive Information (PII) From Logs

Pwnagotchi - Maximize Crackable WPA Material For Bettercap

Pwnagotchi – Maximize Crackable WPA Key Material For Bettercap

HardCIDR - Network CIDR and Range Discovery Tool

HardCIDR – Network CIDR and Range Discovery Tool

Topics

  • Advertorial (28)
  • Apple (46)
  • Countermeasures (225)
  • Cryptography (82)
  • Database Hacking (89)
  • Events/Cons (7)
  • Exploits/Vulnerabilities (430)
  • Forensics (64)
  • Hacker Culture (8)
  • Hacking News (228)
  • Hacking Tools (681)
  • Hardware Hacking (82)
  • Legal Issues (179)
  • Linux Hacking (72)
  • Malware (238)
  • Networking Hacking Tools (352)
  • Password Cracking Tools (104)
  • Phishing (41)
  • Privacy (218)
  • Secure Coding (118)
  • Security Software (233)
  • 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 (2,180,869)
  • Darknet – Hacking Tools, Hacker News & Cyber Security (2,172,335)
  • Top 15 Security Utilities & Download Hacking Tools (2,095,311)
  • 10 Best Security Live CD Distros (Pen-Test, Forensics & Recovery) (1,198,658)
  • Password List Download Best Word List – Most Common Passwords (931,763)
  • wwwhack 1.9 – wwwhack19.zip Web Hacking Software Free Download (774,399)
  • Hack Tools/Exploits (672,571)
  • Wep0ff – Wireless WEP Key Cracker Tool (528,821)

Search

Recent Posts

  • AgentSmith HIDS – Host Based Intrusion Detection August 31, 2023
  • padre – Padding Oracle Attack Exploiter Tool May 28, 2023
  • Privacy Implications of Web 3.0 and Darknets March 31, 2023
  • DataSurgeon – Extract Sensitive Information (PII) From Logs March 21, 2023
  • Pwnagotchi – Maximize Crackable WPA Key Material For Bettercap February 12, 2023
  • HardCIDR – Network CIDR and Range Discovery Tool December 29, 2022

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 © 1999–2023 Darknet All Rights Reserved · Privacy Policy