Author

Bareq M. Khudhair

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Open access Sep 2026

EvoSort: An Audit Protocol for LLM-Driven Program Search—Correctness, Ablation, and the Cost of Too Few Seeds

EvoSort evolves compiled C++ sorting routines. A language model proposes mutations of a baseline sorter, a per-context upper confidence bound (UCB1) bandit picks which operator to try, and a four-gate harness decides whether a candidate may be timed at all. This paper reports what happened when that system was audited...

K. M. Khudhair, B. M. Khudhair · Algorithms · 0 citations

Open access Aug 2026

StageGuard: A hierarchical BERT-BiLSTM framework with stage transition anomaly scoring for fraudulent conversation detection

Fraud conducted through chat applications has grown into a serious global threat affecting millions of people each year. Most detection systems still classify each message in isolation rather than reasoning over the conversation as a whole, which limits their ability to recognise the gradual manipulation that character...

Karrar M. Khudhair, Bareq M. Khudhair · Defence and Security Studies · 0 citations