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AISec 2015 : 8th ACM Workshop on Artificial Intelligence and SecurityConference Series : Security and Artificial Intelligence | |||||||||||||||
Link: http://www-bcf.usc.edu/~aruneshs/AISec2015.html | |||||||||||||||
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Call For Papers | |||||||||||||||
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CALL FOR PAPERS ACM Workshop on Artificial Intelligence and Security (AISec) 2015 with ACM Conference on Computer and Communications (CCS), 2015 October 16, 2015, Denver, Colorado, USA ################################################################## Workshop Website: http://www-bcf.usc.edu/~aruneshs/AISec2015.html Call -------------------------------------- Artificial intelligence (AI), machine learning (ML), and data mining (DM) are related to a number of emerging security and privacy problems. Firstly, AI algorithms are part of critical infrastructures, such as electrical grids, road networks and healthcare applications. ML is increasingly important for autonomous real-time analysis and decision-making in domains with a wealth of data. The use of learning methods in security sensitive domains creates new frontiers for security research, in which adversaries may attempt to mislead or evade intelligent machines. Additionally, ML and DM techniques create a wealth of privacy issues, due to the overabudance and accessibility of data. The 2015 ACM Workshop on Artificial Intelligence and Security (AISec) provides a venue for presenting and discussing new developments in this fusion of security/privacy with AI and machine learning. We invite both original submissions and presentation-only papers, describing research at the intersection of AI or machine learning with security, privacy and related problems. We also invite original position and open problem papers. Finally we again welcome a 'systematization of knowledge' category of papers, which should distill the AI or machine learning contributions of a previously published series of security papers. Important information -------------------------------------- Submission link: https://www.easychair.org/conferences/?conf=aisec2015 Paper submissions due: 8 June 2015 Author response: 12-14 July 2015 Acceptance notification: 19 July 2015 Camera ready due (FIRM DEADLINE): 29 July 2015 Workshop: Friday October 16, 2015 Keywords -------------------------------------- Topics of interest include, but are not limited to: - Theoretical topics related to security Adversarial Learning Robust Statistics Online Learning Learning in games Economics of security Differential privacy - Security applications Computer Forensics Spam detection Phishing detection and prevention Botnet detection Intrusion detection and response Malware identification Authorship Identification Big data analytics for security - Security-related AI problems Distributed inference and decision making for security Secure multiparty computation and cryptographic approaches Privacy-preserving data mining Adaptive side-channel attacks Design and analysis of CAPTCHAs AI approaches to trust and reputation Vulnerability testing through intelligent probing (e.g. fuzzing) Content-driven security policy management & access control Techniques and methods for generating training and test sets Anomalous behavior detection (e.g. for the purposes of fraud prevention, authentication) Submissions -------------------------------------- This year we invite both original submissions and presentation-only papers. Please indicate the type of submission when submitting. Original submissions: This include original research, systematization of knowledge, and open problem/position papers. They must be at most 10 pages in double-column ACM format (note: pages must be numbered) excluding the bibliography and well-marked appendices, and at most 12 pages overall. Committee members are not required to read the appendices, so the paper should be intelligible without them. Submissions should be anonymized. We recommend the use of the ACM SIG Proceedings templates for submission. The ACM format is the required template for the camera-ready version. Accepted papers will be published by the ACM Digital Library and/or ACM Press. To meet page numbering requirements, you may use the following modified "style file" for initial submissions (thanks to Battista Biggio): modified ACM template. Both research and open problem papers will undergo a thorough review process. Presentation-only papers: This year we also invite presentation-only papers, for research currently under review elsewhere or published anytime after September 2014. These need not adhere to the ACM format and will not be published in the proceedings. They will undergo a light review for correctness, relevance and importance. Submissions can be made through EasyChair using the following link: https://www.easychair.org/conferences/?conf=aisec2015 For questions about the submission process, please contact the workshop co-chairs. Organizing committee -------------------------------------- Christos Dimitrakakis, Chalmers University of Technology, Sweden Katerina Mitrokotsa, Chalmers University of Technology, Sweden Arunesh Sinha, University of Southern California, USA Program Committee (Tentative List) -------------------------------------- Battista Biggio, University of Cagliari, Italy Michael Brückner, Amazon.com Inc, Germany Alvaro Cardenas, University of Texas at Dallas, TX, USA Kamalika Chaudhuri, University of California at San Diego, CA, USA Anupam Datta, Carnegie Mellon University, PA, USA Dave Freeman, Linked In, CA, USA Joseph Halpern, Cornell University, NY, USA Alex Kantchelian, UC Berkeley, CA, USA Pavel Laskov, University of Tübingen, Germany Daniel Lowd, University of Oregon, OR, USA Pratyusa Manadhata, HP Labs, USA Blaine Nelson, University of Potsdam, Germany Sai Teja Peddinti, Google Inc., USA Roberto Perdisci, University of Georgia, GA, USA Konrad Rieck, University of Göttingen, Germany Fabio Roli, University of Cagliari, Italy Benjamin Rubinstein, University of Melbourne, Australia Robin Sommer, ICSI and LBNL, CA, USA Michael Tschantz, ICSI, Berkeley, CA, USA Doug Tygar, UC Berkeley, CA, USA Shobha Venkataraman, AT&T Research, USA |
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