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A Survey of Entropy Failure as an Attack Surface: Artificial Intelligence and Modern Cryptanalysis

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GoTech Affiliate Paper: Entrokey

Artificial Intelligence (AI) is currently a popular field of
study in academia. Industry is also taking notice of technological
advances with AI and applying these to a range of use
cases. One of the important use case now being addressed by
AI is cybersecurity, specifically encryption. Encryption is universally
used to protect the secret information of governments,
companies of all sectors, and individuals. It is so essential that
governments are now investing tens of billions of dollars to
read the messages of rival countries using quantum computers
[1] and are expending massive amounts of money to record
as many messages of their targets in an attack called “harvest
now, decrypt later” (HNDL) [2]. While quantum computers
are projected to become available in the future [3], AI can
enable advanced decryption techniques today.


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School Authors: Anand Patwardhan

Other Authors: Carole Green MPH, Marina Andrijevic PhD, Prof Jeremy J Hess MD, Shonali Pachauri PhD, Sam Sellers PhD, Bas van Ruijven PhD, Prof Kristie L Ebi PhD, Fatimah Ahamad PhD, Christofer Åström PhD, Prof Kristin Aunan, Prof Peng Bi PhD, Prof Robbert Biesbroek PhD, Josephine Borghi PhD, Prof Kathryn Bowen PhD, Cyril Caminade PhD, Prof Timothy R Carter PhD, Prof Luiz Augusto Cassanha Galvao PhD, Prof Guéladio Cissé PhD, Shouro Dasgupta PhD, Alex de Sherbinin PhD, Asya Dimitrova PhD, Neal Fann MPH, Prof Katja Frieler PhD, Jan Fuglestvedt PhD, Santu Ghosh PhD, Georgiana Gordon-Strachan PhD, Prof Yuming Guo PhD, Sarath Guttikunda PhD, Jimmy Hilly PhD, Roman Hoffmann PhD, Prof Samir KC PhD, Gregor Kiesewetter PhD, Prof Ho Kim PhD, Prof Brama Kone PhD, Prof Whanhee Lee PhD, Anna Lipsanen MSc, Simon J Lloyd PhD, Prof Hermann Lotze-Campen PhD, Prof Shuaib Lwasa PhD, Prof Glenn McGregor PhD, Prof Robert McLeman PhD, Prof Andy Morse PhD, Prof Kris A Murray PhD, Nicholas H Ogden Dphil, Yasna Palmeiro-Silva PhD, Helen Pineo PhD, Poornima Prahhakaran PhD, Keywan Riahi PhD, Prof Sadie J Ryan PhD, Vanessa Schweizer PhD, Jan C Semenza PhD, Sokhna Thiam PhD, Edmond Totin PhD, Roberto O Valdivia PhD, Prof Detlef van Vuuren PhD