MATRIX embeds multi-layer watermarks in LLM-generated code via dual-channel constrained parity-check encoding, achieving 99.2% detection accuracy with 0-0.14% functionality loss and 7.7-26.67% better attack robustness than prior methods.
Copilot for Xcode: Exploring AI-assisted programming by prompting cloud-based large language models
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Nemobot is an LLM-powered platform for creating and refining strategic game agents across dictionary, solvable, heuristic, and learning-based games, moving toward self-programming AI.
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MATRIX: Multi-Layer Code Watermarking via Dual-Channel Constrained Parity-Check Encoding
MATRIX embeds multi-layer watermarks in LLM-generated code via dual-channel constrained parity-check encoding, achieving 99.2% detection accuracy with 0-0.14% functionality loss and 7.7-26.67% better attack robustness than prior methods.
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Nemobot Games: Crafting Strategic AI Gaming Agents for Interactive Learning with Large Language Models
Nemobot is an LLM-powered platform for creating and refining strategic game agents across dictionary, solvable, heuristic, and learning-based games, moving toward self-programming AI.