.

Author: daoyuan14

_bibliography/papers.bib

@@ -36,28 +36,6 @@ @inproceedings{wang2026masleak
   year={2026}
 }
 
-@article{zhang2025acfix,
-  abbr={TSE},
-  selected={true},
-  bibtex_show={true},
-  llm4sec={true},
-  title={ACFix: Guiding LLMs with Mined Common RBAC Practices for Context-Aware Repair of Access Control Vulnerabilities in Smart Contracts},
-  author={Zhang, Lyuye and Li, Kaixuan and Sun, Kairan and Wu, Daoyuan and Liu, Ye and Tian, Haoye and Liu, Yang},
-  journal={IEEE Transactions on Software Engineering (TSE)},
-  year={2025},
-}
-
-@article{ge2025pretrained,
-  abbr={TOSEM},
-  selected={false},
-  bibtex_show={true},
-  llm4sec={true},
-  title={Pre-trained Model-based Actionable Warning Identification: A Feasibility Study},
-  author={Ge, Xiuting and Fang, Chunrong and Zhang, Quanjun and Wu, Daoyuan and Yu, Bowen and Zheng, Qirui and Guo, An and Lin, Shangwei and Zhao, Zhihong and Liu, Yang and others},
-  journal={ACM Transactions on Software Engineering and Methodology (TOSEM)},
-  year={2025}
-}
-
 @inproceedings{wang2026sok,
   abbr={S\&P},
   selected={false},
@@ -114,6 +92,17 @@ @inproceedings{liu2025have
   year={2025}
 }
 
+@article{zhang2025acfix,
+  abbr={TSE},
+  selected={true},
+  bibtex_show={true},
+  llm4sec={true},
+  title={ACFix: Guiding LLMs with Mined Common RBAC Practices for Context-Aware Repair of Access Control Vulnerabilities in Smart Contracts},
+  author={Zhang, Lyuye and Li, Kaixuan and Sun, Kairan and Wu, Daoyuan and Liu, Ye and Tian, Haoye and Liu, Yang},
+  journal={IEEE Transactions on Software Engineering (TSE)},
+  year={2025},
+}
+
 @article{wei2025advanced,
   abbr={TSE},
   selected={false},
@@ -125,6 +114,17 @@ @article{wei2025advanced
   year={2025}
 }
 
+@article{ge2025pretrained,
+  abbr={TOSEM},
+  selected={false},
+  bibtex_show={true},
+  llm4sec={true},
+  title={Pre-trained Model-based Actionable Warning Identification: A Feasibility Study},
+  author={Ge, Xiuting and Fang, Chunrong and Zhang, Quanjun and Wu, Daoyuan and Yu, Bowen and Zheng, Qirui and Guo, An and Lin, Shangwei and Zhao, Zhihong and Liu, Yang and others},
+  journal={ACM Transactions on Software Engineering and Methodology (TOSEM)},
+  year={2025}
+}
+
 @article{nguyen2025mando,
   abbr={TOSEM},
   selected={false},

_pages/llm4sec.md

@@ -2,9 +2,13 @@
 layout: page
 title: LLM4Sec 
 permalink: /llm4sec/
-description: publications related to <strong>LLMs for cybersecurity</strong>. generated by jekyll-scholar.
+description: Publications related to <strong>LLMs for cybersecurity</strong>.
 ---
 
+<div style="text-align: center; margin: 2em 0;">
+  <img src="/assets/img/llm4sec_banner.png" alt="LLM4Sec Banner" style="max-width: 420px; width: 100%; border-radius: 16px;">
+</div>
+
 <div class="publications">
   {% bibliography --group_by none --query @*[llm4sec=true]* %}
 </div>