Proceedings of the 2013 ACM workshop on Artificial intelligence and security

Abstract

It is our great pleasure to welcome you to the 2013 ACM Workshop Artificial Intelligence and Security (AISec 2013) -- the sixth annual workshop addressing technologies that fuse intelligent systems into computer security applications and the implications of these approaches. The papers to be presented in this year's program span topics ranging from the detection of attacks and adversarial learning to the social networks and CAPTCHA authentication schemes. The workshop's aim is to advance research at the intersection of artificial intelligence, machine learning, privacy and security. In particular, AISec gives researchers and practitioners working within one or more of those fields a platform for interdisciplinary discussion, which would otherwise be lacking. Hopefully, the workshop will lead to a high degree of cross-pollination between groups working across these areas. We are delighted to again be co-located with the premier ACM Computer and Communication Security (CCS 2013) conference. This year we had 17 submissions from Asia, Europe and North America. After a rigorous reviewing process, involving at least three referees per paper, 10 papers were accepted for presentation at the workshop. Apart from the main program, there will also be a keynote speech by Konrad Rieck on offensive security entitled "Off the Beaten Path: Machine Learning for Offensive Security".