{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T05:44:54Z","timestamp":1782798294204,"version":"3.54.5"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T00:00:00Z","timestamp":1779321600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T00:00:00Z","timestamp":1779321600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,5,21]]},"DOI":"10.1109\/spw72489.2026.00044","type":"proceedings-article","created":{"date-parts":[[2026,6,29]],"date-time":"2026-06-29T19:38:32Z","timestamp":1782761912000},"page":"351-360","source":"Crossref","is-referenced-by-count":0,"title":["DART: Data Augmentation of Rare ATT&amp;CK Techniques Using LLM Agents"],"prefix":"10.1109","author":[{"given":"Taya","family":"Ambrose","sequence":"first","affiliation":[{"name":"University of California,Santa Cruz,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sergio","family":"Valderrama","sequence":"additional","affiliation":[{"name":"University of California,Santa Cruz,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Younghee","family":"Park","sequence":"additional","affiliation":[{"name":"San Jos&#x00E9; State University,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"\u00c1lvaro A.","family":"C\u00e1rdenas","sequence":"additional","affiliation":[{"name":"University of California,Santa Cruz,USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Secbench: A comprehensive multi-dimensional benchmarking dataset for 11 ms in cybersecurity","volume-title":"arXiv preprint","author":"Jing","year":"2025"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3626111.3628196"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"59725","DOI":"10.1109\/ACCESS.2025.3556704","article-title":"Generating synthetic malware samples using generative ai","volume":"13","author":"Bao","year":"2025","journal-title":"IEEE Access"},{"key":"ref4","first-page":"15","article-title":"A framework for the evaluation of intrusion detection systems","volume-title":"Proc. IEEE Symp. Security and Privacy (S&P\u201906)","author":"Cardenas","year":"2006"},{"issue":"2","key":"ref5","article-title":"B-roc curves for the assessment of classifiers over imbalanced data sets","volume-title":"Proceedings of the National Conference on Artificial Intelligence (AAAI)","volume":"21","author":"C\u00e1rdenas","year":"2006"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1613\/jair.953","article-title":"Smote: Synthetic minority over-sampling technique","volume":"16","author":"Chawla","year":"2002","journal-title":"J. Artif. Intell. Res."},{"key":"ref7","article-title":"Prismatic synthesis: Gradient-based data diversification boosts generalization in 11 m reasoning","author":"Jung","year":"2025","journal-title":"arXiv preprint"},{"key":"ref8","article-title":"Optimizing ai agent attacks with synthetic data","author":"Loughridge","year":"2025","journal-title":"arXiv preprint"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.18653\/v1\/2024.emnlp-main.1126","article-title":"Cmdcaliper: A semantic-aware command-line embedding model and dataset for security research","volume-title":"Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP). arXiv preprint","author":"Huang","year":"2024"},{"key":"ref10","article-title":"Atomic red team","volume-title":"GitHub repository","author":"Canary","year":"2025"},{"key":"ref11","article-title":"Living off the land binaries and scripts","volume-title":"GitHub repository","year":"2025"},{"key":"ref12","article-title":"Metta","volume-title":"GitHub repository","author":"Common","year":"2018"},{"key":"ref13","article-title":"Redcode dataset: Risky code execution and generation benchmark for code agents","volume-title":"GitHub repository","author":"Guo","year":"2024"},{"key":"ref14","article-title":"Splunk attack data","volume-title":"GitHub repository","author":"Bareiss","year":"2024"},{"key":"ref15","article-title":"Threatactorprocedures-mitre-attack","volume-title":"GitHub repository","author":"Stickney","year":"2025"},{"key":"ref16","article-title":"Powershell malware detection dataset","volume-title":"Hugging Face","author":"Reghunath","year":"2023"},{"key":"ref17","volume-title":"Whiterabbitneo dataset","year":"2024"},{"key":"ref18","volume-title":"Buzz: A curated dataset of powershell commands for security research","year":"2020"},{"key":"ref19","volume-title":"theZoo: A Live Malware Repository","author":"Shikler","year":"2014"},{"key":"ref20","first-page":"29935","article-title":"Data augmentation can improve robustness","volume":"34","author":"Rebuffi","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"106 190","DOI":"10.52202\/079017-3369","article-title":"Redcode: Risky code execution and generation benchmark for code agents","volume":"37","author":"Guo","year":"2024","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3691620.3695480"},{"key":"ref23","article-title":"The power of words: Generating powershell attacks from natural language","volume-title":"Proc. USENIX Workshop Offensive Technologies (WOOT 2024)","author":"Liguori"}],"event":{"name":"2026 IEEE Symposium on Security and Privacy Workshops (SPW)","location":"San Francisco, CA, USA","start":{"date-parts":[[2026,5,21]]},"end":{"date-parts":[[2026,5,21]]}},"container-title":["2026 IEEE Symposium on Security and Privacy Workshops (SPW)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11573640\/11573382\/11573717.pdf?arnumber=11573717","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,30]],"date-time":"2026-06-30T05:16:50Z","timestamp":1782796610000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11573717\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,21]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/spw72489.2026.00044","relation":{},"subject":[],"published":{"date-parts":[[2026,5,21]]}}}