Contents

Hexagonal Loop Tiling for Jacobi Computation Optimization Method QU Bin, LIU Song, ZHANG Zeng-Yuan, MA Jie, WU Wei-Guo Published August 06, 2024 (18 pages) 2024,35(8):3721-3738 [Abstract(1513)]  [View PDF(2676)90.99 K]

Anchor-based Unsupervised Cross-modal Hashing HU Peng, PENG Xi, PENG De-Zhong Published August 06, 2024 (13 pages) 2024,35(8):3739-3751 [Abstract(1539)]  [View PDF(2730)46.34 K]

Code-search-oriented Function Multigraph Embedding XU Yang, CHEN Xiao-Jie, TANG De-You, HUANG Han Published August 06, 2024 (15 pages) 2024,35(8):3809-3823 [Abstract(1286)]  [View PDF(2710)45.88 K]

Software Change Prediction Based on Hybrid Graph Representation YANG Xin-Yue, LIU An, ZHAO Lei, CHEN Lin, ZHANG Xiao-Fang Published August 06, 2024 (19 pages) 2024,35(8):3824-3842 [Abstract(1858)]  [View PDF(2775)46.60 K]

Over-parameterized Graph Neural Network Towards Robust Graph Structure Defending CHU Xu, MA Xin-Yu, LIN Yang, WANG Xin, WANG Ya-Sha, ZHU Wen-Wu, MEI Hong Published August 06, 2024 (19 pages) 2024,35(8):3878-3896 [Abstract(1833)]  [View PDF(2654)139.20 K]

Special Issue's Articles

Preface XIANG Jian-Wen, CHEN Ting, WANG Hao-Yu, LUO Xia-Bu, YANG Min Published August 06, 2024 (2 pages) 2024,35(8):3551-3552 [Abstract(1622)]  [View PDF(2870)492.84 K]

Dual Offline Anonymous E-payment Scheme for Mobile Devices Based on TEE and SE YANG Bo, FENG Wei, QIN Yu, ZHANG Yan-Chao, TONG Dong Published August 06, 2024 (23 pages) 2024,35(8):3553-3576 [Abstract(2116)]  [View PDF(4545)3.22 M]

UEFI Fuzz Testing Method Based on Heuristic Reverse Analysis LIN Xin-Kang, GU Kuang-Yu, ZHAO Lei Published August 06, 2024 (14 pages) 2024,35(8):3577-3590 [Abstract(2264)]  [View PDF(4512)1.92 M]

FirmDep: Embedded Application Rehosting Assisted with Dynamic Analysis WU Hua-Mao, JIANG Mu-Hui, ZHOU Ya-Jin, LI Jin-Ku Published August 06, 2024 (18 pages) 2024,35(8):3591-3609 [Abstract(1353)]  [View PDF(4244)2.58 M]

Network-side Alert Prioritization Method Based on Multivariate Data Fusion WANG Wei-Jing, CHEN Jun-Jie, YANG Lin, HOU De-Jun, WANG Xing-Kai, WU Fu-Di, ZHANG Run-Zi, WANG Zan Published August 06, 2024 (17 pages) 2024,35(8):3610-3625 [Abstract(1738)]  [View PDF(4057)2.30 M]

DGA Domain Name Detection Method Based on Double Branch Feature Extraction and Adaptive Capsule Network YANG Hong-Yu, ZHANG Tao, ZHANG Liang, CHENG Xiang, HU Ze Published August 06, 2024 (20 pages) 2024,35(8):3626-3646 [Abstract(1511)]  [View PDF(4427)3.26 M]

Reinforcement-learning-based Adversarial Attacks Against Vulnerability Detection Models CHEN Si-Ran, WU Jing-Zheng, LING Xiang, LUO Tian-Yue, LIU Jia-Yu, WU Yan-Jun Published August 06, 2024 (22 pages) 2024,35(8):3647-3667 [Abstract(3650)]  [View PDF(5541)4.04 M]

Compliance Detection Method for Mobile Application Privacy Policy Statement WANG Yin, FAN Ming, TAO Jun-Jie, LEI Jing-Yi, JIN Wu-Xia, HAN De-Qiang, LIU Ting Published August 06, 2024 (16 pages) 2024,35(8):3668-3683 [Abstract(1669)]  [View PDF(4472)2.51 M]

Underground Application Collection Method Based on Spiking Traffic Analysis CHEN Pei, HONG Geng, WU Meng-Ying, CHEN Jin-Song, DUAN Hai-Xin, YANG Min Published August 06, 2024 (15 pages) 2024,35(8):3684-3697 [Abstract(1734)]  [View PDF(3925)2.10 M]

Privacy-preserving Graph Neural Network Recommendation System Based on Negative Database ZHAO Dong-Dong, XU Hu, PENG Si-Yun, ZHOU Jun-Wei Published August 06, 2024 (24 pages) 2024,35(8):3698-3720 [Abstract(1833)]  [View PDF(5050)3.85 M]

Review Articles

Survey on Testing of Deep Learning Frameworks MA Xiang-Yue, DU Xiao-Ting, CAI Qing, ZHENG Yang, HU Zheng, ZHENG Zheng Published August 06, 2024 (33 pages) 2024,35(8):3752-3784 [Abstract(2789)]  [View PDF(5636)135.24 K]

Survey on Few-shot for Malware Detection LIU Hao, TIAN Zhi-Hong, QIU Jing, LIU Yuan, FANG Bin-Xing Published August 06, 2024 (24 pages) 2024,35(8):3785-3808 [Abstract(2432)]  [View PDF(5509)50.42 K]

Survey on Quantum Machine Learning WANG Jian, ZHANG Rui, JIANG Nan Published August 06, 2024 (35 pages) 2024,35(8):3843-3877 [Abstract(2986)]  [View PDF(8080)156.19 K]

Review on Temporal Graph Neural Networks for Financial Risk Prediction SONG Ling-Yun, MA Zhuo-Yuan, LI Zhan-Huai, SHANG Xue-Qun Published August 06, 2024 (26 pages) 2024,35(8):3897-3922 [Abstract(4655)]  [View PDF(7371)47.01 K]

Research Progress and Trend of Temporal Knowledge Graph Representation and Reasoning WANG Yu-Han, CHEN Zi-Yang, ZHAO Xiang, TAN Zhen, XIAO Wei-Dong, CHENG Xue-Qi Published August 06, 2024 (29 pages) 2024,35(8):3923-3951 [Abstract(3824)]  [View PDF(7719)91.23 K]

Survey on Network Congestion Control Algorithms JIANG Wan-Chun, LI Hao-Yang, CHEN Han-Yu, WANG Jie, WANG Jian-Xin, RUAN Chang Published August 06, 2024 (28 pages) 2024,35(8):3952-3979 [Abstract(2606)]  [View PDF(7341)46.44 K]

Survey on Key Techniques of Encrypted Computing in Fully Encrypted Databases BI Shu-Ren, NIU Ze-Ping, LI Guo-Liang, LI Qi Published August 06, 2024 (31 pages) 2024,35(8):3980-4010 [Abstract(2334)]  [View PDF(7245)45.96 K]