Science of Cyber Security: Second International Conference, SciSec 2019, Nanjing, China, August 9–11, 2019, Revised Selected Papers

Front Matter ....Pages i-xiii
Front Matter ....Pages 1-1
 Cross-Domain Recommendation System Based on Tensor Decomposition for Cybersecurity Data Analytics  (Yuan Wang, Jinzhi Wang, Jianhong Gao, Shengsheng Hu, Huacheng Sun, Yongli Wang)....Pages 3-19
 Density Peak Clustering Algorithm Based on Differential Privacy Preserving  (Yun Chen, Yunlan Du, Xiaomei Cao)....Pages 20-32
 An Automated Online Spam Detector Based on Deep Cascade Forest  (Kangyang Chen, Xinyi Zou, Xingguo Chen, Huihui Wang)....Pages 33-46
 Multiplex PageRank in Multilayer Networks Considering Shunt  (Xiao Tu, Guo-Ping Jiang, Yurong Song)....Pages 47-58
Front Matter ....Pages 59-59
 LogGAN: A Sequence-Based Generative Adversarial Network for Anomaly Detection Based on System Logs  (Bin Xia, Junjie Yin, Jian Xu, Yun Li)....Pages 61-76
 Security Comparison of Machine Learning Models Facing Different Attack Targets  (Zhaofeng Liu, Zhen Jia, Wenlian Lu)....Pages 77-91
 Adversarial Training Based Feature Selection  (Binghui Liu, Keji Han, Jie Hang, Yun Li)....Pages 92-105
 Application of DeepWalk Based on Hyperbolic Coordinates on Unsupervised Clustering  (Shikang Yu, Yang Wu, Yurong Song, Guoping Jiang, Xiaoping Su)....Pages 106-118
Front Matter ....Pages 119-119
 HoneyGadget: A Deception Based ROP Detection Scheme  (Xin Huang, Fei Yan, Liqiang Zhang, Kai Wang)....Pages 121-135
 LET-Attack: Latent Encodings of Normal-Data Manifold Transferring to Adversarial Examples  (Jie Zhang, Zhihao Zhang)....Pages 136-150
 New Robustness Measures of Communication Networks Against Virus Attacks  (Yinwei Li, Bo Song, Xu Zhang, Guo-Ping Jiang, Yurong Song)....Pages 151-162
 Application and Performance Analysis of Data Preprocessing for Intrusion Detection System  (Shuai Jiang, Xiaolong Xu)....Pages 163-177
Front Matter ....Pages 179-179
 Anonymous IoT Data Storage and Transaction Protocol Based on Blockchain and Edge Computing  (Zhi Qiao, Congcong Zhu, Zhiwei Wang, Nianhua Yang)....Pages 181-189
 Incentive Mechanism for Bitcoin Mining Pool Based on Stackelberg Game  (Gang Xue, Jia Xu, Hanwen Wu, Weifeng Lu, Lijie Xu)....Pages 190-198
 Automated Ransomware Behavior Analysis: Pattern Extraction and Early Detection  (Qian Chen, Sheikh Rabiul Islam, Henry Haswell, Robert A. Bridges)....Pages 199-214
 Behavior Flow Graph Construction from System Logs for Anomaly Analysis  (Hang Ling, Jing Han, Jiayi Pang, Jianwei Liu, Jia Xu, Zheng Liu)....Pages 215-223
 Knowledge Graph Based Semi-automatic Code Auditing System  (Yin Hongji, Chen Wei)....Pages 224-231
Front Matter ....Pages 233-233
 Effective Matrix Factorization for Recommendation with Local Differential Privacy  (Hao Zhou, Geng Yang, Yahong Xu, Weiya Wang)....Pages 235-249
 Fully Anonymous Blockchain Constructed Based on Aggregate Signature and Ring Signature  (Tianfu Chen, Zhenghua Qi, Jiagen Cheng)....Pages 250-261
 FDIA-Identified Overloaded Power Lines  (Da-Tian Peng, Jianmin Dong, Qinke Peng, Bo Zeng, Zhi-Hong Mao)....Pages 262-277
 Optimal Key-Tree for RFID Authentication Protocols with Storage Constraints  (Wang Shao-Hui, Zhang Yan-Xuan, Ke Chang-Bo, Xiao Fu, Wang Ru-Chuan)....Pages 278-292
 Towards Realizing Authorized Encrypted Search with Designed Access Policy  (Lin Mei, Chungen Xu, Lei Xu, Zhongyi Liu, Xiaoling Yu, Zhigang Yao)....Pages 293-307
 Forward Private Searchable Encryption with Conjunctive Keywords Query  (Zhigang Yao, Chungen Xu, Lei Xu, Lin Mei)....Pages 308-322
 PAFR: Privacy-Aware Friends Retrieval over Online Social Networks  (Yuxi Li, Fucai Zhou, Zifeng Xu)....Pages 323-338
 An ID-Based Linear Homomorphic Cryptosystem and Its Applications for the Isolated Smart Grid Devices  (Zhiwei Wang, Zhiyuan Cheng, Nianhua Yang)....Pages 339-353
 Implicit-Key Attack on the RSA Cryptosystem  (Mengce Zheng, Honggang Hu)....Pages 354-362
 High-Efficiency Triangle Counting on the GPU  (Yang Wu, Shikang Yu, Yurong Song, Guoping Jiang, Xiao Tu)....Pages 363-370
 A New Pairing-Free Certificateless Signature Scheme for Internet of Things  (Zhenchao Zhang, Yali Liu, Xinchun Yin, Xincheng Li)....Pages 371-379
Back Matter ....Pages 381-382