ClozeMaster masks bracketed structures in historical Rust bug code and uses LLMs to infill them, generating test programs that discovered 27 confirmed bugs in rustc and mrustc while outperforming existing fuzzers.
Learning and programming challenges of rust: a mixed-methods study
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Large-scale analysis of 200K PyPI packages identifies 1,361 replicated popular packages, 256 replicated vulnerable packages, and 7 new replicated malicious packages, showing replication as a security threat vector.
Reproducible builds, not share-alike code clauses, must ground user freedoms for AGI because current open-source frameworks cannot handle the legal and technical constraints of model artifacts.
citing papers explorer
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ClozeMaster: Fuzzing Rust Compiler by Harnessing LLMs for Infilling Masked Real Programs
ClozeMaster masks bracketed structures in historical Rust bug code and uses LLMs to infill them, generating test programs that discovered 27 confirmed bugs in rustc and mrustc while outperforming existing fuzzers.
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Uncovering Similar but Different Packages in PyPI and Potential Security Threats
Large-scale analysis of 200K PyPI packages identifies 1,361 replicated popular packages, 256 replicated vulnerable packages, and 7 new replicated malicious packages, showing replication as a security threat vector.
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Reproducibility is the New Copyleft: Defining AGI-oriented Reproducible Builds
Reproducible builds, not share-alike code clauses, must ground user freedoms for AGI because current open-source frameworks cannot handle the legal and technical constraints of model artifacts.