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4th AISec@CCS 2011: Chicago, Illinois, USA
- Yan Chen, Alvaro A. Cárdenas, Rachel Greenstadt, Benjamin I. P. Rubinstein:
Proceedings of the 4th ACM Workshop on Security and Artificial Intelligence, AISec 2011, Chicago, IL, USA, October 21, 2011. ACM 2011, ISBN 978-1-4503-1003-1
Web content reputation
- Sushma Nagesh Bannur, Lawrence K. Saul, Stefan Savage:
Judging a site by its content: learning the textual, structural, and visual features of malicious web pages. 1-10 - Do-kyum Kim, Marti Motoyama, Geoffrey M. Voelker, Lawrence K. Saul:
Topic modeling of freelance job postings to monitor web service abuse. 11-20
Malware
- Lakshmanan Nataraj, Vinod Yegneswaran, Phillip A. Porras, Jian Zhang:
A comparative assessment of malware classification using binary texture analysis and dynamic analysis. 21-30 - Sandeep Karanth, Srivatsan Laxman, Prasad Naldurg, Ramarathnam Venkatesan, John Lambert, Jinwook Shin:
ZDVUE: prioritization of javascript attacks to discover new vulnerabilities. 31-42
Invited paper
- Ling Huang, Anthony D. Joseph
, Blaine Nelson, Benjamin I. P. Rubinstein
Adversarial machine learning. 43-58
Intrusion detection and security primitives
- Loai Zomlot, Sathya Chandran Sundaramurthy, Kui Luo, Xinming Ou, Siva Raj Rajagopalan:
Prioritizing intrusion analysis using Dempster-Shafer theory. 59-70 - Carlos Sarraute
An algorithm to find optimal attack paths in nondeterministic scenarios. 71-80 - Meltem Sönmez Turan:
Evolutionary construction of de bruijn sequences. 81-86
Position papers
- Blaine Nelson, Battista Biggio
Understanding the risk factors of learning in adversarial environments. 87-92 - Benoit Morel:
Artificial intelligence and the future of cybersecurity. 93-98 - Davide Ariu
Machine learning in computer forensics (and the lessons learned from machine learning in computer security). 99-104
Posters
- David A. Cock
Exploitation as an inference problem. 105-106 - Sajad Shirali-Shahreza, Mohammad Hassan Shirali-Shahreza:
Categorizing CAPTCHA. 107-108 - Sajad Shirali-Shahreza, Mohammad Hassan Shirali-Shahreza
Accessibility of CAPTCHA methods. 109-110 - Qifan Wang, Luo Si:
A robust one-class bayesian approach for masquerade detection. 111-112 - Anshuman Singh, Sumi Singh, Andrew Walenstein, Arun Lakhotia:
On deployable adversarial classification models. 113-114
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