Contents

智能化基础软件可信构造和供应链安全专题前言 王林章，司徒凌云，钟浩，向剑文，张路 Published July 06, 2026 (3 pages) 2026,37(7):2691-2693 [Abstract(926)]  [View PDF(221)497.57 K]

Java New Feature Test Program Generation Based on Large Language Models ZHAO Ying-Quan, ZHANG Bo-Kai, WANG Zan, GUO Yi-Le, CHEN Jia-Li, CHEN Xiang, CHEN Jun-Jie Published July 06, 2026 (25 pages) 2026,37(7):2694-2718 [Abstract(1416)]  [View PDF(1003)7.58 M]

Safety Analysis of C/C++ Foreign Language Calls in Python Software Package Repositories HU Ming-Zhe, DING Qiu-Ran, ZHANG Zi-Han, XIE Jin-Yan, YU Le, HAN Li-Ping Published July 06, 2026 (22 pages) 2026,37(7):2719-2741 [Abstract(1146)]  [View PDF(696)4.30 M]

Empirical Study of Communication Among Open-source Software Practitioners on Discord WANG Lu-Yao, SHEN Ke-Di, WAN Zhi-Yuan, David LO, LIU Ning, YANG Xiao-Hu Published July 06, 2026 (25 pages) 2026,37(7):2742-2765 [Abstract(989)]  [View PDF(592)8.33 M]

Research on Open-source Software Supply Chain Attacks from Industrial R&D Perspective HU Shuai, WANG Hai-Jun, XIE Ji-Gang, PEI Peng-Fei, AXI Wu-He, MA Chen-Da, LIU Ting Published July 06, 2026 (45 pages) 2026,37(7):2766-2807 [Abstract(1138)]  [View PDF(650)4.16 M]

CAnalyzer: Software Composition Analysis Technique for C/C++ Source Code XU Mei-Qiu, WANG Shu-Jing, WANG Ying, YU Hai, ZHU Zhi-Liang Published July 06, 2026 (25 pages) 2026,37(7):2808-2830 [Abstract(1155)]  [View PDF(724)8.35 M]

PCLog: Adaptive Log Anomaly Detection Based on Proximal Policy Optimization and Behavior Cloning ZHOU Jun-Wei, HU Miao, WANG Chun-Long, DU Ya-Juan, TAN Cheng Published July 06, 2026 (21 pages) 2026,37(7):2831-2848 [Abstract(1154)]  [View PDF(698)5.96 M]

Software Fault Localization Method Based on Exception Checkpoint Injection SONG Yi, XIE Xiao-Yuan, ZHANG Xi-Hao, XIN Qi, XING Chen-Liang Published July 06, 2026 (23 pages) 2026,37(7):2849-2870 [Abstract(1108)]  [View PDF(610)3.47 M]

Logical Defect Detection for LLM-generated Code in Software Supply Chain Security ZHAO Zu-Wei, TANG En-Yi, LI Xue-Cheng, DAI Xin-Yu, CHEN Xin, LI Xuan-Dong Published July 06, 2026 (15 pages) 2026,37(7):2871-2885 [Abstract(1519)]  [View PDF(916)2.16 M]

Multi-data Flow Static Analysis Method for Vulnerability Detection in Web Applications MAO Xiang-Yu, XIAO Qing, DAI Jia-Run, HE Jun-Yao, TAN Jie Published July 06, 2026 (26 pages) 2026,37(7):2886-2910 [Abstract(1253)]  [View PDF(685)6.27 M]

Cross-project Software Defect Prediction Method Based on Personalized Federated Learning LIU Zi-Yang, ZHU Yi, ZHOU Xiang, LI Jian-Hao, YUAN Chun-Hong, HAO Guo-Sheng Published July 06, 2026 (26 pages) 2026,37(7):2911-2935 [Abstract(1277)]  [View PDF(885)4.20 M]

Complement-aware Rationale Extraction Method for Graph Classification Tasks YUE Li-Nan, ZHANG Min-Ling Published July 06, 2026 (17 pages) 2026,37(7):2936-2952 [Abstract(307)]  [View PDF(130)2.47 M]

Formalization and Verification of Composite Wireless Communication Channels in High-speed Railway MAI Ning, GUAN Yong, CHEN Shan-Yan, WANG Guo-Hui, LI Xi-Meng, SHI Zhi-Ping Published July 06, 2026 (15 pages) 2026,37(7):2953-2967 [Abstract(529)]  [View PDF(667)1.75 M]

Efficient Fault Localization Method for Software Product Lines Integrating Causal Effects WANG Hai-Ning, XIANG Yi, HUANG Han, WU Chun-Guo, FENG Fu-Jian, YANG Xiao-Wei Published July 06, 2026 (21 pages) 2026,37(7):2968-2988 [Abstract(476)]  [View PDF(231)4.75 M]

PBAT: Defense Reinforcement Method for Deep Learning Models Based on Proxy Distribution YANG Bo, XIONG Qian, XU Luo Published July 06, 2026 (24 pages) 2026,37(7):2989-3012 [Abstract(318)]  [View PDF(121)9.10 M]

CTRU-Prime High-throughput Implementation Based on CUDA Core and Tensor Core HU Xiao-Wen, ZOU Heng-Chuan, SHEN Shi-Yu, LI Wen-Qian, ZHAO Yun-Lei Published July 06, 2026 (20 pages) 2026,37(7):3013-3032 [Abstract(743)]  [View PDF(436)3.85 M]

High-performance Audio Adversarial Attacks Guided by Speaker Information CHEN Jia-Yuan, HUANG Wen-Hong, HUANG Fang-Jun Published July 06, 2026 (16 pages) 2026,37(7):3033-3048 [Abstract(384)]  [View PDF(254)3.19 M]