Babbling Suppression stops LLM code generation upon test passage to reduce token output and energy consumption by up to 65% across Python and Java benchmarks.
A step-by-step definition of a reference ar- chitecture for cyber ranges
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SafeTrans achieves up to 80% successful C-to-Rust translations via LLM iterative repair on 2653 programs and two real projects, with some C vulnerabilities carrying over to the Rust output.
A conceptual zonal architecture for Wi-Fi-focused cyber ranges with an open-source prototype implementing scenario generation and instantiation.
citing papers explorer
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Babbling Suppression: Making LLMs Greener One Token at a Time
Babbling Suppression stops LLM code generation upon test passage to reduce token output and energy consumption by up to 65% across Python and Java benchmarks.
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SafeTrans: LLM-assisted Transpilation from C to Rust
SafeTrans achieves up to 80% successful C-to-Rust translations via LLM iterative repair on 2653 programs and two real projects, with some C vulnerabilities carrying over to the Rust output.
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From Conceptual Scaffold to Prototype: A Standardized Zonal Architecture for Wi-Fi Security Training
A conceptual zonal architecture for Wi-Fi-focused cyber ranges with an open-source prototype implementing scenario generation and instantiation.