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11th AISec@CCS 2018: Toronto, ON, Canada
- Sadia Afroz, Battista Biggio, Yuval Elovici, David Freeman, Asaf Shabtai:
Proceedings of the 11th ACM Workshop on Artificial Intelligence and Security, CCS 2018, Toronto, ON, Canada, October 19, 2018. ACM 2018, ISBN 978-1-4503-6004-3
Keynote Address
- Sadia Afroz:
Session details: Keynote Address. - Nicolas Papernot:
A Marauder's Map of Security and Privacy in Machine Learning: An overview of current and future research directions for making machine learning secure and private. 1
AI Security / Adversarial Machine Learning
- Battista Biggio:
Session details: AI Security / Adversarial Machine Learning. - Tommi Gröndahl
, Luca Pajola
All You Need is: Evading Hate Speech Detection. 2-12 - Yali Du, Meng Fang, Jinfeng Yi, Jun Cheng, Dacheng Tao:
Towards Query Efficient Black-box Attacks: An Input-free Perspective. 13-24 - Mohammad Hashemi, Greg Cusack, Eric Keller:
Stochastic Substitute Training: A Gray-box Approach to Craft Adversarial Examples Against Gradient Obfuscation Defenses. 25-36
AI for Detecting Software Vulnerabilities
- Asaf Shabtai:
Session details: AI for Detecting Software Vulnerabilities. - Siddharth Karamcheti, Gideon Mann, David S. Rosenberg:
Adaptive Grey-Box Fuzz-Testing with Thompson Sampling. 37-47 - Gustavo Grieco, Artem Dinaburg:
Toward Smarter Vulnerability Discovery Using Machine Learning. 48-56
AI for Detecting Attacks
- Asaf Shabtai:
Session details: AI for Detecting Attacks. - Chao Xu, Zhentan Feng, Yizheng Chen, Minghua Wang
FeatNet: Large-scale Fraud Device Detection by Network Representation Learning with Rich Features. 57-63 - Ivan Torroledo, Luis David Camacho, Alejandro Correa Bahnsen:
Hunting Malicious TLS Certificates with Deep Neural Networks. 64-73
AI for Forensics
- Yuval Elovici:
Session details: AI for Forensics. - Ningfei Wang, Shouling Ji, Ting Wang:
Integration of Static and Dynamic Code Stylometry Analysis for Programmer De-anonymization. 74-84 - Binbin Zhao, Haiqin Weng, Shouling Ji, Jianhai Chen, Ting Wang, Qinming He, Reheem Beyah
Towards Evaluating the Security of Real-World Deployed Image CAPTCHAs. 85-96
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