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0ctane 0ctane is a longtime hobbyist hacker, with experience primarily in UNIX systems and hardware.

Holding no official training or technical employment, 0ctane spends most of their free time building and restoring older computer systems, hanging out at surplus stores and tracking down X86 alternatives with an occasional dabbling in OSX and 802.11 exploitation.

Less well appreciated, however, is that machine learning can be susceptible to attack by, ironically, other machine learning models.

In this talk, we demonstrate an AI agent trained through reinforcement learning to modify malware to evade machine learning malware detection.

Embedded technologies like Intel Management Engine pose significant threats when, not if, they get exploited.

Advanced attackers in possession of firmware signing keys, and even potential access to chip fabrication, could wreak untold havoc on cryptographic devices we rely on.

Sean Kanuck (1, 2) Konstantinos Karagiannis Garry Kasparov Matt Knight William Knowles Artem Kondratenko Itzik Kotler Amit Klein L Logan Lamb Rep.

James Langevin (1, 2) David Latimer Michael Leibowitz Nick Leiserson Yves Le Provost Jun Li Xiangyu Liu M Jerod Mac Donald-Evoy Andrew Mac Pherson Caleb Madrigal Dhia Mahjoub Slava Makkaveev Major Malfunction Dennis Maldonado Malware Unicorn Manfred (@_EBFE) Thomas Mathew Andrea Matwyshyn Vasilios Mavroudis Maximus64 Michael C.

0 0ctane 0x00string A Aleph-Naught- Hyrum Anderson Ayoul3 Dor Azouri B Leonard Bailey (1, 2) Avi Bashan Ryan Baxendale Max Bazaliy Oleksandr Bazhaniuk Scott Behrens B1TKILL3R Steinthor Bjarnason Hanno Böck Daniel Bohannon (DBO) Francis Brown Elie Bursztein Shabid Buttar C Caezar Nick Cano Nate Cardozo Damien "virtualabs" Cauquil ceyx chaosdata Cheng CINCVol FLT CJ_000 Gil Cohen Tomer Cohen Romain Coltel Joshua Corman (1, 2) Dan Cvrcek D Christian "quaddi" Dameff MD MS Josh Datko Dark Tangent (1, 2) Patrick De Santis Andreas Dewes Roger Dingledine Cory Doctorow Christopher Domas E Chris Eagle Svea Eckert Omar Eissa El Kentaro Peyton "Foofus" Engel F Allan Friedman Joe Fitz Patrick Gus Fritschie Fuzzy Nop G Eva Galperin Denton Gentry ginsback Igal Gofman Chris Grayson Grifter H Jason Haddix Hawaii John Weston Hecker Jeremy Heffner Jason Hernandez High Wiz Kashmir Hill Lee Holmes (1, 2) Lin Huang Stephan Huber Rep.

Will Hurd (1, 2) I Invisigoth J Jason Jones Matt 'openfly' Joyce K K2 Mr.

Other interests include SDR and RF exploration, networking, cryptography, computer history, distributed computing...really anything that sounds cool that I happen to stumble on at 3am.

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