Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems

Xiaoqing Wang, Keman Huang, Bin Liang, HongYu Li, Xiaoyong Du 0001. Shadows in the Code: Exploring the Risks and Defenses of LLM-based Multi-Agent Software Development Systems. In Sven Koenig, Chad Jenkins, Matthew E. Taylor, editors, Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. pages 37970-37978, AAAI Press, 2026. [doi]

Abstract

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