Shorten the subsection title in the document TOC from "Joint optimization and end-to-end sampling" to "Joint optimization and sampling". Regenerated build artifacts (main.aux, main.log and main.pdf) to reflect the change; log timestamp and output size updated as part of the rebuild.
Clarify and reflow several paragraphs in arxiv-style/main.tex: reference Figure~\ref{fig:design} when describing the staged generator; rename residual token from RRR to \bm{R}; replace unnumbered \caption* with numbered \caption and add labels for the type taxonomy, benchmark story, and ablation figures (fig:type_taxonomy, fig:benchmark_story, fig:ablation_impact); add a reference to Table~\ref{tab:core_metrics} and a brief commented note before the benchmark paragraph. These edits improve cross-referencing, readability, and figure numbering. Also update texput.log timestamp (texput.log).
Remove the separate "Future Work" section and replace the conclusion header with a combined "Conclusion and Future Work" section. Condense and rephrase the prior verbose future-work discussion into a shorter concluding paragraph that preserves the paper's contributions and reported metrics, and adds explicit future directions: strengthening control-theoretic foundations (structured state-space/causal priors, formal supervisory transitions), expanding to additional ICS/automotive protocols (Modbus/TCP, DNP3, IEC 104, OPC UA, CAN/CAN FD, automotive Ethernet), and enabling controllable attack/violation injection for reproducible adversarial benchmarks. No functional changes to figures or metrics; bibliography remains unchanged.
Edit arxiv-style/main.tex for clarity and wording (abstract and methodology), remove stray template comments and minor copy edits; append several bibliography entries to arxiv-style/references.bib; delete the unused arxiv-style/template.tex file; add texput.log (LaTeX compilation output). Primarily editorial and bibliography updates plus cleanup of the template artifact.
