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PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar 2011-04-29

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Page 1: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

PZAPRParallel Zip Archive Password

Recovery

CSCI5576 - High Perf Sci ComputingUniv. of Colorado

Spring 2011

Neelam AgrawalRodney BeedeYogesh Virkar

2011-04-29

Page 2: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Topics• The Team• Introduction• Framework• Brute Force• Dictionary• Password Verification Process• Data Collection• Results & Conclusions• Questions

Page 3: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Introduction• ZipCrypto was first ZIP encryption

o Easily defeated

• AES-256o Standardo 2003 integrated into ZIP spec

• Password recovery of ZIP's not newo Proprietary companies

• Open source solutiono Free (if you have hardware)

Page 4: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Framework• MPI with C++ & C

• 3 Componentso Password Generator

Brute Force Dictionary

o Password Verification

• Command Parameterso Log Patho Zip Patho Method (BRUTE | DICTIONARY)o Dictionary Path

Page 5: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Initialize password generator 

Next Password(BRUTE|DICTIONARY)

AttemptPassword()

Correct?

Tell Everyone Else I Found It

Anyone Else Find It?

END

NO MORE?

NO YES

NO YES

Framework (cont)

Initialize decrypt engine

Page 6: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Brute Force• All alphanumeric from 1 to 7 length

o 0-9, A-Z, a-zo 62 possible characters

•  3,579,345,993,194 possible passwordso 62^7 + 62^6 + ... 62^1

• Traditional incremento 'a' + 1 ==> 'b'o 'az' + 1 ==> 'b0'o Not feasible for parallel

Page 7: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Brute Force - Algorithm• Pick number from 1 to 3 trillion

o Called position• Know password without increment• The Algorithm:

    f(position) =        factor1 * (ALPHA_LEN)^(n - 1)     + factor2 * (ALPHA_LEN)^(n - 2)     + ...     + factorn-1 * (ALPHA_LEN)^(n - (n-1))     + factorn * (ALPHA_LEN)^(n - n)

Page 8: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Brute Force - Algorithm (cont)

    f(position) =        factor1 * (ALPHA_LEN)^(n - 1)     + factor2 * (ALPHA_LEN)^(n - 2)     + ...     + factorn-1 * (ALPHA_LEN)^(n - (n-1))     + factorn * (ALPHA_LEN)^(n - n)

• ALPHA_LEN => Alphabet lengtho Number possible characterso 62 (easy to expand)

Page 9: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Brute Force - Algorithm (cont)

    f(position) =        factor1 * (ALPHA_LEN)^(n - 1)     + factor2 * (ALPHA_LEN)^(n - 2)     + ...     + factorn-1 * (ALPHA_LEN)^(n - (n-1))     + factorn * (ALPHA_LEN)^(n - n)

• n = PASSWORD LENGTHo Start at maximum possible (7)o Based on position find max possible < positiono Password length is 1 more than that length

Page 10: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Brute Force - Algorithm (cont)

    f(position) =        factor1 * (ALPHA_LEN)^(n - 1)     + factor2 * (ALPHA_LEN)^(n - 2)     + ...     + factorn-1 * (ALPHA_LEN)^(n - (n-1))     + factorn * (ALPHA_LEN)^(n - n)

• factori is the ith character of the passwordo No factor can be zeroo Must borrow from previous if zero

• factori points to alphabet array index

Page 11: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Brute Force - Example• position = 1,000,000• ALPHA_LEN = 62• n = 4  (password length)

    f(1,000,000) =        factor1 * (62)^(3)     + factor2 * (62)^(2)     + factor3 * (62)^(1)     + factor4 * (62)^(0)

    factors = 4, 12, 9, 2

Page 12: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Brute Force - Example (cont)• factors = 4, 12, 9, 2

o Correspond to alphabet indexes

const char PASSWORD_ALPHABET[] = { '\0',  // always idx 0'0', '1', '2', '3', '4', '5', '6', '7', '8', '9','A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W','X', 'Y', 'Z','a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w','x', 'y', 'z'};

• PASSWORD = '3', 'B', '8', '1'  or  "3B81"

Page 13: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Dictionary Attack Mode

• Defeating a cipher or authentication mechanism byo Searching likely possibilities.o i.e. searching part of the key space.

• Not brute force

• Assumption: Potentially weak passwords

Page 14: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Building Dictionary

• Tool Used: John the Rippero Permutationso Combinations

• Commando john --wordlist=all.lst --rules --stdout |

unique mangled.lst

Page 15: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Building Dictionary (2)

• Ruleso l (convert to lowercase)o C (lowercase the first character, and uppercase the rest)o r (reverse: "Fred" ==> "derF")o f (reflect: "Fred" ==> "FredderF")o d (duplicate: "Fred ==> "FredFred"")o ..........and many more!!

• Time to permute: little over 4 hours

• Newer versions: o John the Ripper 1.7.6+ 

Support for OpenMP directives. (Source:openwall.info/wiki/john/parallelization)

Page 16: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Reading the Dictionary: Initialization

Page 17: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Reading the Dictionary: Indexing

• Indexing uses o displacement array o rank o per process word count

• Load is evenly distributed.o Eg: n = 103, m = 10o n/m = 103/10 = 10o n%m = 103%10 = 3

o rank 0 : 11 wordso rank 1 : 11 wordso rank 2 = 11 wordso rank 3-9 = 10 words

Page 18: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Requirements for Cracking a zip file

• Zip file format• Extracting information from zip file• Verifying the password• Decrypting the file data• Used Dr. Brian Gladman’s code

oC library for AES encryptionoUsed by WinZip

Page 19: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Zip file format

HEADER

FILE NAME

EXTRA FIELD

SALT

PASSWORD VERIFIER

ENCRYPTED FILE DATA

AUTHENTICATION CODE (MAC)

Page 20: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

GivenPassword

Page 21: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

SaltGiven

Password

Page 22: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

SaltGiven

PasswordPassword

Verifier

Page 23: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

Salt

Password Verifier

GivenPassword

Password Verifier

Page 24: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

Salt

Password Verifier

Password Verifier

Match

GivenPassword

Page 25: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

Salt

Password Verifier

GivenPassword

Password Verifier

Match Return False

Page 26: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

Salt

Password Verifier

GivenPassword

Password Verifier

Match Return False

Page 27: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

Salt

Password Verifier

Data

GivenPassword

Password Verifier

Match Return False

Page 28: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

Salt

Password Verifier

Data

GivenPassword

Password Verifier

Match

Decrypt MAC

Return False

Page 29: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

Salt

Password Verifier

Data

MAC

GivenPassword

Password Verifier

Match

Decrypt MAC

Return False

Page 30: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

Salt

Password Verifier

Data

MAC

GivenPassword

Password Verifier

Match

Decrypt MAC

Match

Return False

Page 31: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

Salt

Password Verifier

Data

MAC

GivenPassword

Password Verifier

Match

Decrypt MAC

Match

Return False

Return False

Page 32: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Password Verification Process

ZipFile

Salt

Password Verifier

Data

MAC

GivenPassword

Password Verifier

Match

Decrypt MAC

Match

Return False

Return False

Return True

Page 33: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Speed ups

• Reducing file handling operations• Quick 2 byte check• Parallel implementation on GPU

Page 34: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Data Collection & Testing• Frost

o 32-bit, 700Mhz, 512MB Ram• Janus

o 64-bit, 2.8GHz, 2GB Ramo Ran in 32-bit mode

• Test Typeso Brute and Dictionaryo Nodes:  128, 1024, 2048, 4096o First, Middle, Last, Never

(password positions)•  Model

o Passwords / time unit for X nodeso Time to solution for X nodes

Page 35: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Results (Estimated Time: Brute, Janus )

Page 36: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Results(Estimated Time: Brute, Janus vs Frost)

Page 37: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Results(Estimated Time: Dictionary, Janus )

Page 38: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Results(Estimated Time: Dict., Janus vs Frost)

Page 39: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Conclusions• Max throughput (Janus)

o Brute = 172 passwords / secondo Dictionary = 86 passwords / second

• Brute (Janus)o 7 alphanumeric = 60 days with 4096 processorso 8 alphanumeric = 9.9 years with 4096 processorso 10 alphanumeric = 38395 years with 4096 processors

• Dictionary (Janus)o 1 billion = 47.3 minutes with 4096 processorso 100 billion = 78.85 hours with 4096 processors

• Conclusiono Choose good passwords

Page 40: PZAPR Parallel Zip Archive Password Recovery CSCI5576 - High Perf Sci Computing Univ. of Colorado Spring 2011 Neelam Agrawal Rodney Beede Yogesh Virkar

Questions?

http://code.google.com/p/pzapr/