AISec 2017: 10th ACM Workshop on Artificial Intelligence and Security Hotel Sheraton Downtown Dallas Dallas, TX, United States, November 3, 2017 |
Conference website | http://ai-sec.net/AISec2017/index.html |
Submission link | https://easychair.org/conferences/?conf=aisec2017 |
Submission deadline | August 4, 2017 |
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AISec 2017
CALL FOR PAPERS
10th ACM Workshop on Artificial Intelligence and Security
with the 24th ACM Conf. Computer and Communications Security (CCS)
November 3, 2017, Dallas, TX, USA
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Workshop Website:
http://www.ai-sec.net/
Call
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Recent years have seen a dramatic increase in applications
of artificial intelligence (AI), machine learning, and data mining
to security and privacy problems. The analytic tools and intelligent
behavior provided by these techniques make AI and learning
increasingly important for autonomous real-time analysis and
decision making in domains with a wealth of data or that require
quick reactions to ever-changing situations. 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, data mining and
machine learning techniques create a wealth of privacy issues,
due to the abundance and accessibility of data.
The AISec workshop provides a venue for presenting and discussing
new developments in the intersection of security and 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, and 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.
Finally, this year we also welcome "lightning round" talks, namely,
five-minute presentations on work in progress or open questions
related to AI, machine learning, and security.
Important dates
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Paper submission due (extended deadline): 4 August 2017
Author response: 28 August 2017
Acceptance notification: 1 September 2017
Camera ready due (FIRM DEADLINE): 17 September 2017
Workshop: Friday November 3, 2017
Keywords
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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
Data anonymization/de-anonymization
Security in social networks
User authentication
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. fraud prevention, authentication)
Submissions
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Paper submissions must be at most 10 pages in double-column ACM format,
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 must be anonymized. We recommend the use of the
ACM SIG Proceedings templates for submissions.
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.
"Lightning round" submissions must be text, Word, or PDF files
containing the description of your topic in 200 words or less.
The program committee may request authors of interesting papers rejected
from the full paper track to give lightning round talks instead.
All submissions must be in English.
Submissions can be made through EasyChair using the following link:
https://www.easychair.org/conferences/?conf=aisec2017
For questions about the submission process, please contact the
workshop co-chairs.
Organizing committee
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Battista Biggio, University of Cagliari, Italy
David Freeman, LinkedIn Corporation, USA
Brad Miller, Google Inc., USA
Arunesh Sinha, University of Michigan, Ann Arbor, USA
Program Committee
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Hyrum Anderson, Endgame, USA
Sam Bretheim, Craigslist Inc., USA
Michael Brückner, Amazon.com Inc,, Germany
Alvaro A. Cárdenas, University of Texas at Dallas, USA
Nicholas Carlini, University of California, Berkeley, USA
Clarence Chio, Shape Security, USA
Igino Corona, University of Cagliari, Italy
Anupam Datta, Carnegie Mellon University, USA
Milenko Drinic, Microsoft Corporation, USA
Joseph Halpern, Cornell University, USA
Alex Kantchelian, Google Inc., USA
Davide Maiorca, University of Cagliari, Italy
Pratyusa Manadhata, Hewlett Packard Labs, USA
Patrick McDaniel, Pennsylvania State University, USA
Katerina Mitrokotsa , Chalmers University, Sweden
Luis Munoz-Gonzalez, Imperial College, London, UK
Michal Nánási, Facebook Inc., UK
Blaine Nelson, Google, Inc., USA
Damein Octeau, Google Inc., USA
Roberto Perdisci, University of Georgia, USA
Vasyl Pihur, Google Inc., USA
Konrad Rieck, TU Braunschweig, Germany
Fabio Roli, University of Cagliari, Italy
Benjamin I. P. Rubinstein, University of Melbourne, Australia
Tobias Scheffer, Universität Potsdam, Germany
Michael Tschantz, ICSI, USA
Doug Tygar, University of California, Berkeley, USA
Eugene Vorobeychik, Vanderbilt University, USA
Gang Wang, Virginia Tech, USA