Evolving Exploits Through Genetic Algorithms
Soen explores evolving exploits through genetic algorithms at DEF CON 21, examining automotive-security and practical defenses.
Summary
Architecture and Background
Evolving Exploits Through Genetic Algorithms SOEN HACKER FOR TEAM VANNED This talk will discuss the next logical step from dumb fuzzing to breeding exploits via machine learning & evolution.
Vulnerability Analysis
Using genetic algorithms, this talk will take simple SQL exploits and breed them into precision tactical weapons.
Exploitation and Demonstrations
Stop looking at SQL error messages and carefully crafting injections, let genetic algorithms take over and create lethal exploits to PWN sites for you!
Remediation and Defensive Strategies
soen (@soen_vanned) is a reverse engineer and exploit developer for the hacking team V&. As member of the team, he has participated and won Open Capture the Flag DC 16, 18, and 19. Soen also participated in the DDTEK competition in DEF CON 20. 0xSOEN@blogspot.com Materials:
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