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Published byAmberly Lambert Modified over 9 years ago
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Background on Unsolved 340-cipher Ryan Garlick
The Zodiac Killer Background on Unsolved 340-cipher Ryan Garlick
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Background The Zodiac was a serial killer active in California during the late 1960’s and early 1970’s. He definitely killed 5 people and claimed 37 victims. He taunted the police in over 20 letters and ciphers
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July 4, 1969 Mike Mageau and Darlene Ferrin Parked at a Lover’s Lane
Darlene was killed and Mike seriously wounded Gunman approached and shot without saying a word
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July 31, 1969 Zodiac mails very similar handwritten letters to 3 newspapers in northern California…
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July 31, 1969 Each newspaper also received a different cipher
Vallejo Times-Herald received
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Solved by… CIA? NSA? The California Department of Justice? FBI?
Office of Naval Intelligence?
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Solved by High school history teacher Donald Harden and his wife Betty at their breakfast table.
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Cipher Details The Cipher was a homophonic substitution cipher
Δ = ‘S’, etc. Homophones – more than one symbol represents ‘S’. Throws off statistical analysis
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I LIKE KILLING PEOPLE BECAUSE IT IS SO MUCH FUN
IT IS MORE FUN THAN KILLING WILD GAME IN THE FORREST BECAUSE MAN IS THE MOST DANGEROUE ANIMAL OF ALL TO KILL SOMETHING GIVES ME THE MOST THRILLING EXPERENCE IT IS EVEN BETTER THAN GETTING YOUR ROCKS OFF WITH A GIRL THE BEST PART IS THAE WHEN I DIE I WILL BE REBORN IN PARADICE AND ALL THE I HAVE KILLED WILL BECOME MY SLAVES I WILL NOT GIVE YOU MY NAME BECAUSE YOU WILL TRY TO SLOI DOWN OR STOP MY COLLECTING OF SLAVES FOR MY AFTERLIFE EBEORIETEMETHHPITI
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Oct. 11, 1969 Cab driver Paul Stine killed in San Francisco
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2 Days later Another letter
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Nov. 8, 1969
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The “Dripping pen” card included this 340 character cipher
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Assumptions Another substitution cipher? Left to right? Meaningless?
Polyalphabetic? Symbols mean different things for each occurrence in the cipher Book cipher?
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Naïve Brute Force 26^63 possible keys
Then all possible word combinations x = min number of words + 1, y = max + 1
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We can do much better Not all symbols represent ‘A’
Max number of mappings per symbol Don’t need to generate every possible word Scan for digrams, trigrams Total word count Use his previous vocabulary – 22 letters
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Scoring What is a ‘good’ solution? Word count Bigrams and trigrams
Frequency distribution – Zodiac may have thrown this off with junk at the end like on 408 (solved) cipher Combination
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Still a lot of work Distribute the problem Other optimizations
Your ideas
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Genetic Algorithm Heuristic method Directed search “Evolve” the key
Many parameters – population size, mutation rate, % of pop to discard, etc.
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EM Algorithm Expectation Maximization
Bigram probabilities for the entire cipher
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Brute Force Intractable Many computers running keys
The “testbed” for our key scoring Keeping good keys, return them to a key server We could get (very) lucky - stranger things have happened!
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Distributed Key processing
Key server EM client GA client Human Reader Brute client
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Sources zodiackiller.com Robert Graysmith, Zodiac
Kevin USC – EM algorithm
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