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2018 IEEE Security and Privacy Workshops (SPW)

May 24 2018 to May 24 2018

San Francisco, CA, USA

Table of Contents

[Title page i]Freely available from IEEE.pp. 1-1
Title Page iiiFreely available from IEEE.pp. 3-3
[Title page iii]Freely available from IEEE.pp. 3-3
Copyright PageFreely available from IEEE.pp. 4-4
[Copyright notice]Freely available from IEEE.pp. 4-4
Table of ContentsFreely available from IEEE.pp. 5-9
Message from the Workshops General ChairFreely available from IEEE.pp. 10-10
Message from the DLS OrganizersFreely available from IEEE.pp. 11-11
DLS CommitteesFreely available from IEEE.pp. 12-12
Message from the SADFE OrganizersFreely available from IEEE.pp. 13-13
SADFE CommitteesFreely available from IEEE.pp. 14-15
Message from the WRIT OrganizersFreely available from IEEE.pp. 16-16
WRIT CommitteesFreely available from IEEE.pp. 17-17
Message from the BioStar OrganizersFreely available from IEEE.pp. 18-18
BioStar CommitteesFreely available from IEEE.pp. 19-19
Message from the LangSec OrganizersFreely available from IEEE.pp. 20-20
LangSec CommitteesFreely available from IEEE.pp. 21-21
Audio Adversarial Examples: Targeted Attacks on Speech-to-TextFreely available from IEEE.pp. 1-7
by Nicholas Carlini, David Wagner
A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web ContentFreely available from IEEE.pp. 8-14
by Joshua Saxe, Richard Harang, Cody Wild, Hillary Sanders
Mouse Authentication Without the Temporal Aspect – What Does a 2D-CNN Learn?Freely available from IEEE.pp. 15-21
by Penny Chong, Yi Xiang Marcus Tan, Juan Guarnizo, Yuval Elovici, Alexander Binder
Detecting Homoglyph Attacks with a Siamese Neural NetworkFreely available from IEEE.pp. 22-28
by Jonathan Woodbridge, Hyrum S. Anderson, Anjum Ahuja, Daniel Grant
Machine Learning DDoS Detection for Consumer Internet of Things DevicesFreely available from IEEE.pp. 29-35
by Rohan Doshi, Noah Apthorpe, Nick Feamster
Adversarial Examples for Generative ModelsFreely available from IEEE.pp. 36-42
by Jernej Kos, Ian Fischer, Dawn Song
Learning Universal Adversarial Perturbations with Generative ModelsFreely available from IEEE.pp. 43-49
by Jamie Hayes, George Danezis
Black-Box Generation of Adversarial Text Sequences to Evade Deep Learning ClassifiersFreely available from IEEE.pp. 50-56
by Ji Gao, Jack Lanchantin, Mary Lou Soffa, Yanjun Qi
Exploring the Use of Autoencoders for Botnets Traffic RepresentationFreely available from IEEE.pp. 57-62
by Ruggiero Dargenio, Shashank Srikant, Erik Hemberg, Una-May O'Reilly
The Good, the Bad and the Bait: Detecting and Characterizing Clickbait on YouTubeFreely available from IEEE.pp. 63-69
by Savvas Zannettou, Sotirios Chatzis, Kostantinos Papadamou, Michael Sirivianos
Bringing a GAN to a Knife-Fight: Adapting Malware Communication to Avoid DetectionFreely available from IEEE.pp. 70-75
by Maria Rigaki, Sebastian Garcia
Adversarial Deep Learning for Robust Detection of Binary Encoded MalwareFreely available from IEEE.pp. 76-82
by Abdullah Al-Dujaili, Alex Huang, Erik Hemberg, Una-May O’Reilly
Extending Detection with Privileged Information via Generalized DistillationFreely available from IEEE.pp. 83-88
by Z. Berkay Celik, Patrick McDaniel
Detecting Deceptive Reviews Using Generative Adversarial NetworksFreely available from IEEE.pp. 89-95
by Hojjat Aghakhani, Aravind Machiry, Shirin Nilizadeh, Christopher Kruegel, Giovanni Vigna
Background Class Defense Against Adversarial ExamplesFreely available from IEEE.pp. 96-102
by Michael McCoyd, David Wagner
Time Series Deinterleaving of DNS TrafficFreely available from IEEE.pp. 103-108
by Amir Asiaee T., Hardik Goel, Shalini Ghosh, Vinod Yegneswaran, Arindam Banerjee
HeNet: A Deep Learning Approach on Intel® Processor Trace for Effective Exploit DetectionFreely available from IEEE.pp. 109-115
by Li Chen, Salmin Sultana, Ravi Sahita
Deep Reinforcement FuzzingFreely available from IEEE.pp. 116-122
by Konstantin Böttinger, Patrice Godefroid, Rishabh Singh
Security Risks in Deep Learning ImplementationsFreely available from IEEE.pp. 123-128
by Qixue Xiao, Kang Li, Deyue Zhang, Weilin Xu
Evaluating Automated Facial Age Estimation Techniques for Digital ForensicsFreely available from IEEE.pp. 129-139
by Felix Anda, David Lillis, Nhien-An Le-Khac, Mark Scanlon
File Fragment Classification Using Grayscale Image Conversion and Deep Learning in Digital ForensicsFreely available from IEEE.pp. 140-147
by Qian Chen, Qing Liao, Zoe L. Jiang, Junbin Fang, Siuming Yiu, Guikai Xi, Rong Li, Zhengzhong Yi, Xuan Wang, Lucas C.K. Hui, Dong Liu, En Zhang
Forensic-Aware Anti-DDoS DeviceFreely available from IEEE.pp. 148-159
by Chi Yuen Tseung, Kam Pui Chow
A Dynamic Taint Analysis Tool for Android App ForensicsFreely available from IEEE.pp. 160-169
by Zhen Xu, Chen Shi, Chris Chao-Chun Cheng, Neil Zhengqiang Gong, Yong Guan
Fingerprinting Cryptographic Protocols with Key Exchange Using an Entropy MeasureFreely available from IEEE.pp. 170-179
by Shoufu Luo, Jeremy D. Seideman, Sven Dietrich
Forensic Analysis of Ransomware Families Using Static and Dynamic AnalysisFreely available from IEEE.pp. 180-185
by Kul Prasad Subedi, Daya Ram Budhathoki, Dipankar Dasgupta
Forensic Analysis of Immersive Virtual Reality Social Applications: A Primary AccountFreely available from IEEE.pp. 186-196
by Ananya Yarramreddy, Peter Gromkowski, Ibrahim Baggili
SOFIT: Sociotechnical and Organizational Factors for Insider ThreatFreely available from IEEE.pp. 197-206
by Frank Greitzer, Justin Purl, Yung Mei Leong, D.E. Sunny Becker
Insider Threat Cybersecurity Framework Webtool & Methodology: Defending Against Complex Cyber-Physical ThreatsFreely available from IEEE.pp. 207-216
by Michael Mylrea, Sri Nikhil Gupta Gourisetti, Curtis Larimer, Christine Noonan
Detection of Masqueraders Based on Graph Partitioning of File System Access EventsFreely available from IEEE.pp. 217-227
by Flavio Toffalini, Ivan Homoliak, Athul Harilal, Alexander Binder, Martin Ochoa
Simulated User Bots: Real Time Testing of Insider Threat Detection SystemsFreely available from IEEE.pp. 228-236
by Preetam Dutta, Gabriel Ryan, Aleksander Zieba, Salvatore Stolfo
Balancing Organizational Incentives to Counter Insider ThreatFreely available from IEEE.pp. 237-246
by Andrew P. Moore, Tracy M. Cassidy, Michael C. Theis, Daniel Bauer, Denise M. Rousseau, Susan B. Moore
Navigating the Insider Threat Tool Landscape: Low Cost Technical Solutions to Jump Start an Insider Threat ProgramFreely available from IEEE.pp. 247-257
by Derrick Spooner, George Silowash, Daniel Costa, Michael Albrethsen
S.P.O.O.F Net: Syntactic Patterns for identification of Ominous Online FactorsFreely available from IEEE.pp. 258-263
by Vysakh S Mohan, Vinayakumar R, Soman KP, Prabaharan Poornachandran
WACA: Wearable-Assisted Continuous AuthenticationFreely available from IEEE.pp. 264-269
by Abbas Acar, Hidayet Aksu, A. Selcuk Uluagac, Kemal Akkaya
Evaluating Insider Threat Detection Workflow Using Supervised and Unsupervised LearningFreely available from IEEE.pp. 270-275
by Duc C. Le, A. Nur Zincir-Heywood
Towards Human Bio-Inspired Defence Mechanism for Cyber SecurityFreely available from IEEE.pp. 276-280
by Nanda Kumar Thanigaivelan, Ethiopia Nigussie, Seppo Virtanen, Jouni Isoaho
A Case Study in Tailoring a Bio-Inspired Cyber-Security Algorithm: Designing Anomaly Detection for Multilayer NetworksFreely available from IEEE.pp. 281-286
by Gonzalo Suárez, Lazaros Gallos, Nina Fefferman
Diversity-Based Moving-Target Defense for Secure Wireless Vehicular CommunicationsFreely available from IEEE.pp. 287-292
by Esraa M. Ghourab, Effat Samir, Mohamed Azab, Mohamed Eltoweissy
Biologically Inspired Safety and Security for Smart Built Environments: Position PaperFreely available from IEEE.pp. 293-298
by Denis Gracanin, Adam D'Amico, Mark Manuel, Walter Carson, Mohamed Eltoweissy, Liang Cheng
Redesigning Secure Protocols to Compel Grammatical Compliance CheckingFreely available from IEEE.pp. 299-305
by Keith Irwin
A Binary Analysis Approach to Retrofit Security in Input Parsing RoutinesFreely available from IEEE.pp. 306-322
by Jayakrishna Menon, Christophe Hauser, Yan Shoshitaishvili, Stephen Schwab
A Mathematical Modeling of Exploitations and Mitigation Techniques Using Set TheoryFreely available from IEEE.pp. 323-328
by Rodrigo Branco, Kekai Hu, Henrique Kawakami, Ke Sun
LangSec Revisited: Input Security Flaws of the Second KindFreely available from IEEE.pp. 329-334
by Erik Poll
Author IndexFreely available from IEEE.pp. 335-337
Publisher's InformationFreely available from IEEE.pp. 338-338
[Publisher's information]Freely available from IEEE.pp. 338-338
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