PROCEEDINGS OF SPIE. Event: SPIE Defense, Security, and Sensing, 2013, Baltimore, Maryland, United States

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PROCEEDINGS OF SPIE SPIEDigitalLibrary.org/conference-proceedings-of-spie Front Matter: Volume 8757 Proceedings of SPIE Proceedings of SPIE, "Front Matter: Volume 8757," Proc. SPIE 8757, Cyber Sensing 2013, 875701 (7 June 2013); doi: 10.1117/12.2032137 Event: SPIE Defense, Security, and Sensing, 2013, Baltimore, Maryland, United States

PROCEEDINGS OF SPIE Cyber Sensing 2013 Igor V. Ternovskiy Peter Chin Editors 30 April 1 May 2013 Baltimore, Maryland, United States Sponsored and Published by SPIE Volume 8757 Proceedings of SPIE 0277-786X, V. 8757 SPIE is an international society advancing an interdisciplinary approach to the science and application of light. Cyber Sensing 2013, edited by Igor V. Ternovskiy, Peter Chin, Proc. of SPIE Vol. 8757, 875701 2013 SPIE CCC code: 0277-786X/13/$18 doi: 10.1117/12.2032137 Proc. of SPIE Vol. 8757 875701-1

The papers included in this volume were part of the technical conference cited on the cover and title page. Papers were selected and subject to review by the editors and conference program committee. Some conference presentations may not be available for publication. The papers published in these proceedings reflect the work and thoughts of the authors and are published herein as submitted. The publisher is not responsible for the validity of the information or for any outcomes resulting from reliance thereon. Please use the following format to cite material from this book: Author(s), "Title of Paper," in Cyber Sensing 2013, edited by Igor V. Ternovskiy, Peter Chin, Proceedings of SPIE Vol. 8757 (SPIE, Bellingham, WA, 2013) Article CID Number. ISSN: 0277-786X ISBN: 9780819495488 Published by SPIE P.O. Box 10, Bellingham, Washington 98227-0010 USA Telephone +1 360 676 3290 (Pacific Time) Fax +1 360 647 1445 SPIE.org Copyright 2013, Society of Photo-Optical Instrumentation Engineers. Copying of material in this book for internal or personal use, or for the internal or personal use of specific clients, beyond the fair use provisions granted by the U.S. Copyright Law is authorized by SPIE subject to payment of copying fees. The Transactional Reporting Service base fee for this volume is $18.00 per article (or portion thereof), which should be paid directly to the Copyright Clearance Center (CCC), 222 Rosewood Drive, Danvers, MA 01923. Payment may also be made electronically through CCC Online at copyright.com. Other copying for republication, resale, advertising or promotion, or any form of systematic or multiple reproduction of any material in this book is prohibited except with permission in writing from the publisher. The CCC fee code is 0277-786X/13/$18.00. Printed in the United States of America. Publication of record for individual papers is online in the SPIE Digital Library. SPIEDigitalLibrary.org Paper Numbering: Proceedings of SPIE follow an e-first publication model, with papers published first online and then in print and on CD-ROM. Papers are published as they are submitted and meet publication criteria. A unique, consistent, permanent citation identifier (CID) number is assigned to each article at the time of the first publication. Utilization of CIDs allows articles to be fully citable as soon as they are published online, and connects the same identifier to all online, print, and electronic versions of the publication. SPIE uses a six-digit CID article numbering system in which: The first four digits correspond to the SPIE volume number. The last two digits indicate publication order within the volume using a Base 36 numbering system employing both numerals and letters. These two-number sets start with 00, 01, 02, 03, 04, 05, 06, 07, 08, 09, 0A, 0B 0Z, followed by 10-1Z, 20-2Z, etc. The CID Number appears on each page of the manuscript. The complete citation is used on the first page, and an abbreviated version on subsequent pages. Numbers in the index correspond to the last two digits of the six-digit CID Number. Proc. of SPIE Vol. 8757 875701-2

Contents v Conference Committee ANALYSIS OF CYBER ATTACKS 8757 03 On localization attacks against cloud infrastructure [8757-2] L. Ge, W. Yu, M. A. Sistani, Towson Univ. 8757 04 Quantitative analysis of intrusion detection systems: Snort and Suricata [8757-20] J. S. White, T. Fitzsimmons, J. N. Matthews, Clarkson Univ. 8757 05 ICS logging solution for network-based attacks using Gumistix technology [8757-3] J. R. Otis, D. Berman, J. Butts, J. Lopez Jr., Air Force Institute of Technology SECURITY OF INTERNET AND CLOUDS 8757 08 A framework for network-wide semantic event correlation [8757-8] R. T. Hall, J. Taylor, Assured Information Security, Inc. 8757 09 Efficient identity management and access control in cloud environment [8757-9] J. Gloster, Van Dyke Technology Group, Inc. 8757 0A Software analysis in the semantic web [8757-10] J. Taylor, R. T. Hall, Assured Information Security, Inc. NOVEL CYBER SENSORS 8757 0B Remote suspect identification and the impact of demographic features on keystroke dynamics [8757-12] R. A. Dora, P. D. Schalk, J. E. McCarthy, S. A. Young, Assured Information Security, Inc. 8757 0D Dynamic malware analysis using IntroVirt: a modified hypervisor-based system [8757-14] J. S. White, S. R. Pape, A. T. Meily, R. M. Gloo, Assured Information Security, Inc. (United States) NOVEL ALGORITHMS FOR CYBER SENSING 8757 0F Performance comparison of the Prophecy (forecasting) Algorithm in FFT form for unseen feature and time-series prediction [8757-16] H. Jaenisch, Licht Strahl Engineering, Inc. and Johns Hopkins Univ. (United States); J. Handley, Licht Strahl Engineering, Inc. iii Proc. of SPIE Vol. 8757 875701-3

8757 0G A multi-resolution fractal additive scheme for blind watermarking of 3D point data [8757-17] M. Rahmes, K. Wilder, K. Fox, Harris Corp. ALGORITHMS FOR ATTACK DETECTION 8757 0H A study of malware detection on smart mobile devices [8757-21] W. Yu, H. Zhang, G. Xu, Towson Univ. LESSONS LEARNED AND FUTURE IDEAS 8757 0L Secure it now or secure it later: the benefits of addressing cyber-security from the outset [8757-25] M. M. Olama, J. Nutaro, Oak Ridge National Lab. 8757 0N Digital microarray analysis for digital artifact genomics [8757-31] H. Jaenisch, Johns Hopkins Univ., Licht Strahl Engineering, Inc. (United States), and Sentar, Inc. ; J. Handley, Licht Strahl Engineering, Inc. (United States) and Sentar, Inc. ; D. Williams, Sentar, Inc. Author Index iv Proc. of SPIE Vol. 8757 875701-4

Conference Committee Symposium Chair Kenneth R. Israel, Major General (USAF Retired) Symposium Cochair David A. Whelan, Boeing Defense, Space, and Security Conference Chairs Igor V. Ternovskiy, Air Force Research Laboratory Session Chairs 1 Analysis of Cyber Attacks 2 Cyber Security of Infrastructures 3 Security of Internet and Clouds 4 Novel Cyber Sensors 5 Novel Algorithms for Cyber Sensing 6 Algorithms for Attack Detection v Proc. of SPIE Vol. 8757 875701-5

7 Lessons Learned and Future Ideas vi Proc. of SPIE Vol. 8757 875701-6