Software Reuse in the Generative AI Era: From Cargo Cult Towards Systematic PracticesBest New Idea Paper Award
Software development is currently under a paradigm shift in which artificial intelligence and generative software reuse are taking the center stage in software creation. Consequently, earlier software reuse practices and methods are rapidly being replaced by AI-driven approaches in which developers place their trust on code that has been generated by artificial intelligence. This is leading to a new form of software reuse that is conceptually very similar to cargo cult development. In this short paper we discuss the implications of AI-driven generative software reuse in the context of emerging AI native software engineering, bring forth relevant questions, and define a tentative research agenda and call to action for tackling some of the central issues associated with this approach.
Sat 21 JunDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
14:00 - 15:30 | Session8: Software Vulnerability and Security IIIResearch Track / New Idea Track / Tool Demonstration Track at Cosmos 3C Chair(s): Lingfeng Bao Zhejiang University | ||
14:00 15mTalk | VDLS: A Vulnerability Detection Approach Based on Execution Path Selection Research Track Xuanyan Zhu Nanjing University of Aeronautics and Astronautics, Jingxuan Zhang Nanjing University of Aeronautics and Astronautics, Yixuan Tang Nanjing University of Aeronautics and Astronautics, Weiqin Zou Nanjing University of Aeronautics and Astronautics, Jiayi Li Nanjing University of Aeronautics and Astronautics, Han Luo Nanjing University of Aeronautics and Astronautics, Jiaqi Liu National Key Laborarory on Test Physics & Numerical Mathematics | ||
14:15 15mTalk | Exploring Typo Squatting Threats in the Hugging Face Ecosystem Research Track Ningyuan Li Beijing University of Technology, Yanjie Zhao Huazhong University of Science and Technology, Shenao Wang Huazhong University of Science and Technology, Zehao Wu Huazhong University of Science and Technology, Haoyu Wang Huazhong University of Science and Technology | ||
14:30 15mTalk | Unraveling the Characterization and Propagation of Security Vulnerabilities in TensorFlow-based Deep Learning Software Supply Chain Research Track Yiren Zhou Nanjing University of Aeronautics and Astronautics, Lina Gong Nanjing University of Aeronautics and Astronautic, Tiantian Ma Nanjing University of Aeronautics and Astronautics File Attached | ||
14:45 15mTalk | Seeing is (Not) Believing: The Mirage Card Attack Targeting Online Social Networks Research Track Wangchenlu Huang Beijing university of posts and telecommunications, Shenao Wang Huazhong University of Science and Technology, Yanjie Zhao Huazhong University of Science and Technology, Tianxiang Wang China United Network Communications Group Corporation Limited, Yuhao Gao China United Network Communications Group Corporation Limited, Guosheng Xu Beijing University of Posts and Telecommunications, Haoyu Wang Huazhong University of Science and Technology | ||
15:00 10mTalk | ETrace : Event-Driven Vulnerability Detection in Smart Contracts via LLM-Based Trace Analysis New Idea Track Chenyang Peng Xi'an Jiaotong University, Haijun Wang Xi'an Jiaotong University, Yin Wu Xi'an Jiaotong University, Hao Wu Xi'an JiaoTong University, Ming Fan Xi'an Jiaotong University, Yitao Zhao Yunnan Power Grid Co., Ltd, Ting Liu Xi'an Jiaotong University Pre-print | ||
15:10 10mTalk | A Natural Language Guided Adaptive Model-based Testing Tool for Autonomous Driving Tool Demonstration Track | ||
15:20 10mTalk | Software Reuse in the Generative AI Era: From Cargo Cult Towards Systematic PracticesBest New Idea Paper Award New Idea Track | ||
Cosmos 3C is the third room in the Cosmos 3 wing.
When facing the main Cosmos Hall, access to the Cosmos 3 wing is on the left, close to the stairs. The area is accessed through a large door with the number “3”, which will stay open during the event.