{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T20:40:00Z","timestamp":1756240800950,"version":"3.44.0"},"publisher-location":"New York, NY, USA","reference-count":26,"publisher":"ACM","funder":[{"name":"National Key R&D Program of China","award":["2023YFF0717602"],"award-info":[{"award-number":["2023YFF0717602"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,7,22]]},"DOI":"10.1145\/3744200.3744763","type":"proceedings-article","created":{"date-parts":[[2025,7,14]],"date-time":"2025-07-14T13:43:41Z","timestamp":1752500621000},"page":"32-38","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Large Language Model Driven Automated Network Protocol Testing"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-0618-512X","authenticated-orcid":false,"given":"Yunze","family":"Wei","sequence":"first","affiliation":[{"name":"Tsinghua University"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-0018-6178","authenticated-orcid":false,"given":"Kaiwen","family":"Chi","sequence":"additional","affiliation":[{"name":"Tsinghua University"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-8521-0899","authenticated-orcid":false,"given":"Shibo","family":"Du","sequence":"additional","affiliation":[{"name":"Tsinghua University"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9413-4461","authenticated-orcid":false,"given":"Xiaohui","family":"Xie","sequence":"additional","affiliation":[{"name":"Tsinghua University"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-9721-146X","authenticated-orcid":false,"given":"Ziyu","family":"Geng","sequence":"additional","affiliation":[{"name":"Tsinghua University"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-2522-5909","authenticated-orcid":false,"given":"Yuwei","family":"Han","sequence":"additional","affiliation":[{"name":"Tsinghua University"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-5552-4732","authenticated-orcid":false,"given":"Zhen","family":"Li","sequence":"additional","affiliation":[{"name":"Beijing Xinertel Technology Co., Ltd."}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-7506-9926","authenticated-orcid":false,"given":"Zhanyou","family":"Li","sequence":"additional","affiliation":[{"name":"Beijing Xinertel Technology Co., Ltd."}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5171-739X","authenticated-orcid":false,"given":"Yong","family":"Cui","sequence":"additional","affiliation":[{"name":"Tsinghua University"}]}],"member":"320","published-online":{"date-parts":[[2025,7,22]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Semantic Parsing with Combinatory Categorial Grammars. ACL (Tutorial Abstracts) 3","author":"Artzi Yoav","year":"2013","unstructured":"Yoav Artzi, Nicholas FitzGerald, and Luke Zettlemoyer. 2013. Semantic Parsing with Combinatory Categorial Grammars. ACL (Tutorial Abstracts) 3 (2013)."},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1145\/3544216.3544244"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3663529.3663801"},{"key":"e_1_3_2_1_4_1","volume-title":"33rd USENIX Security Symposium (USENIX Security 24)","author":"Deng Gelei","year":"2024","unstructured":"Gelei Deng, Yi Liu, V\u00edctor Mayoral-Vilches, Peng Liu, Yuekang Li, Yuan Xu, Tianwei Zhang, Yang Liu, Martin Pinzger, and Stefan Rass. 2024. {PentestGPT}: Evaluating and harnessing large language models for automated penetration testing. In 33rd USENIX Security Symposium (USENIX Security 24). 847--864."},{"key":"e_1_3_2_1_5_1","volume-title":"Generating code with the help of retrieved template functions and stack overflow answers. arXiv preprint arXiv:2104.05310","author":"Drain Dawn","year":"2021","unstructured":"Dawn Drain, Changran Hu, Chen Wu, Mikhail Breslav, and Neel Sundaresan. 2021. Generating code with the help of retrieved template functions and stack overflow answers. arXiv preprint arXiv:2104.05310 (2021)."},{"key":"e_1_3_2_1_6_1","volume-title":"Retrieval-based neural code generation. arXiv preprint arXiv:1808.10025","author":"Hayati Shirley Anugrah","year":"2018","unstructured":"Shirley Anugrah Hayati, Raphael Olivier, Pravalika Avvaru, Pengcheng Yin, Anthony Tomasic, and Graham Neubig. 2018. Retrieval-based neural code generation. arXiv preprint arXiv:1808.10025 (2018)."},{"key":"e_1_3_2_1_7_1","volume-title":"19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22)","author":"Reddy Kakarla Siva Kesava","year":"2022","unstructured":"Siva Kesava Reddy Kakarla, Ryan Beckett, Todd Millstein, and George Varghese. 2022. {SCALE}: Automatically finding {RFC} compliance bugs in {DNS} nameservers. In 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22). 307--323."},{"key":"e_1_3_2_1_8_1","volume-title":"Assessing the Answerability of Queries in Retrieval-Augmented Code Generation. arXiv preprint arXiv:2411.05547","author":"Kim Geonmin","year":"2024","unstructured":"Geonmin Kim, Jaeyeon Kim, Hancheol Park, Wooksu Shin, and Tae-Ho Kim. 2024. Assessing the Answerability of Queries in Retrieval-Augmented Code Generation. arXiv preprint arXiv:2411.05547 (2024)."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3671016.3674819"},{"key":"e_1_3_2_1_10_1","volume-title":"Global-Aware, and Third-Party-Library-Aware","author":"Liao Dianshu","year":"2024","unstructured":"Dianshu Liao, Shidong Pan, Xiaoyu Sun, Xiaoxue Ren, Qing Huang, Zhenchang Xing, Huan Jin, and Qinying Li. 2024. A 3-CodGen: A Repository-Level Code Generation Framework for Code Reuse with Local-Aware, Global-Aware, and Third-Party-Library-Aware. IEEE Transactions on Software Engineering (2024)."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3643916.3644403"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2024.24556"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/3658644.3690298"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/SP46214.2022.9833673"},{"key":"e_1_3_2_1_15_1","volume-title":"Saikat Chakraborty, Baishakhi Ray, and Kai-Wei Chang.","author":"Parvez Md Rizwan","year":"2021","unstructured":"Md Rizwan Parvez, Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, and Kai-Wei Chang. 2021. Retrieval augmented code generation and summarization. arXiv preprint arXiv:2108.11601 (2021)."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1410"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1145\/3626111.3628205"},{"key":"e_1_3_2_1_18_1","volume-title":"International Conference on Machine Learning. PMLR, 31210--31227","author":"Shi Freda","year":"2023","unstructured":"Freda Shi, Xinyun Chen, Kanishka Misra, Nathan Scales, David Dohan, Ed H Chi, Nathanael Sch\u00e4rli, and Denny Zhou. 2023. Large language models can be easily distracted by irrelevant context. In International Conference on Machine Learning. PMLR, 31210--31227."},{"key":"e_1_3_2_1_19_1","volume-title":"21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24)","author":"Singha Rathin","year":"2024","unstructured":"Rathin Singha, Rajdeep Mondal, Ryan Beckett, Siva Kesava Reddy Kakarla, Todd Millstein, and George Varghese. 2024. {MESSI}: Behavioral Testing of {BGP} Implementations. In 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24). 1009--1023."},{"key":"e_1_3_2_1_20_1","volume-title":"arXiv preprint arXiv:2412.15115","author":"Team Qwen","year":"2024","unstructured":"Qwen Team. 2024. Qwen2.5 technical report. arXiv preprint arXiv:2412.15115 (2024)."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/3691620.3695501"},{"key":"e_1_3_2_1_22_1","volume-title":"A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models. arXiv preprint arXiv:2409.15228","author":"Wu Yixi","year":"2024","unstructured":"Yixi Wu, Pengfei He, Zehao Wang, Shaowei Wang, Yuan Tian, and Tse-Hsun Chen. 2024. A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models. arXiv preprint arXiv:2409.15228 (2024)."},{"key":"e_1_3_2_1_23_1","first-page":"50528","article-title":"Swe-agent: Agentcomputer interfaces enable automated software engineering","volume":"37","author":"Yang John","year":"2024","unstructured":"John Yang, Carlos Jimenez, Alexander Wettig, Kilian Lieret, Shunyu Yao, Karthik Narasimhan, and Ofir Press. 2024. Swe-agent: Agentcomputer interfaces enable automated software engineering. Advances in Neural Information Processing Systems 37 (2024), 50528--50652.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/3452296.3472910"},{"key":"e_1_3_2_1_25_1","volume-title":"Private-library-oriented code generation with large language models. arXiv preprint arXiv:2307.15370","author":"Zan Daoguang","year":"2023","unstructured":"Daoguang Zan, Bei Chen, Yongshun Gong, Junzhi Cao, Fengji Zhang, Bingchao Wu, Bei Guan, Yilong Yin, and Yongji Wang. 2023. Private-library-oriented code generation with large language models. arXiv preprint arXiv:2307.15370 (2023)."},{"key":"e_1_3_2_1_26_1","volume-title":"Docprompting: Generating code by retrieving the docs. arXiv preprint arXiv:2207.05987","author":"Zhou Shuyan","year":"2022","unstructured":"Shuyan Zhou, Uri Alon, Frank F Xu, Zhiruo Wang, Zhengbao Jiang, and Graham Neubig. 2022. Docprompting: Generating code by retrieving the docs. arXiv preprint arXiv:2207.05987 (2022)."}],"event":{"name":"ANRW '25: ACM\/IRTF Applied Networking Research Workshop 2025","sponsor":["Internet Society Internet Society","SIGCOMM ACM Special Interest Group on Data Communication","IRTF Internet Research Task Force"],"location":"Madrid Spain","acronym":"ANRW '25"},"container-title":["Proceedings of the Applied Networking Research Workshop on ZZZ"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3744200.3744763","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T20:11:37Z","timestamp":1756239097000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3744200.3744763"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,22]]},"references-count":26,"alternative-id":["10.1145\/3744200.3744763","10.1145\/3744200"],"URL":"https:\/\/doi.org\/10.1145\/3744200.3744763","relation":{},"subject":[],"published":{"date-parts":[[2025,7,22]]},"assertion":[{"value":"2025-07-22","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}