{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,4]],"date-time":"2026-03-04T16:44:17Z","timestamp":1772642657909,"version":"3.50.1"},"reference-count":34,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,8,4]],"date-time":"2025-08-04T00:00:00Z","timestamp":1754265600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,4]],"date-time":"2025-08-04T00:00:00Z","timestamp":1754265600000},"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":[[2025,8,4]]},"DOI":"10.1109\/csr64739.2025.11129986","type":"proceedings-article","created":{"date-parts":[[2025,8,26]],"date-time":"2025-08-26T19:04:27Z","timestamp":1756235067000},"page":"174-179","source":"Crossref","is-referenced-by-count":1,"title":["A Reinforcement Learning Approach to Multi-Parametric Input Mutation for Fuzzing"],"prefix":"10.1109","author":[{"given":"Marie Louise","family":"Uwibambe","sequence":"first","affiliation":[{"name":"University of Arkansas,Department of Electrical Engineering and Computer Science"}]},{"given":"Akanksha","family":"Tyagi","sequence":"additional","affiliation":[{"name":"University of Arkansas,Department of Electrical Engineering and Computer Science"}]},{"given":"Qinghua","family":"Li","sequence":"additional","affiliation":[{"name":"University of Arkansas,Department of Electrical Engineering and Computer Science"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3512345"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3203217.3203241"},{"key":"ref3","article-title":"Faster fuzzing: Reinitialization with deep neural models","author":"Nichols","year":"2017","journal-title":"arXiv preprint arXiv:1711.02807"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2911121"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICST.2019.00016"},{"issue":"18","key":"ref6","first-page":"2022","article-title":"Directed grey-box fuzzing technology based on 1stm and dynamic strategy","volume":"58","author":"Zhaoji","journal-title":"Journal of Computer Engineering & Applications"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3233875"},{"key":"ref8","first-page":"1949","article-title":"{MOPT}: Optimized mutation scheduling for fuzzers","volume-title":"In 28th USENIX Security Symposium (USENIX Security 19)","author":"Lyu"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3387940.3391486"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3368089.3409723"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0237749"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICSIP57908.2023.10271090"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3421989"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2016.23368"},{"key":"ref15","article-title":"Hybrid fuzz testing: Discovering software bugs via fuzzing and symbolic execution","author":"Pak","year":"2012","journal-title":"School of Computer Science Carnegie Mellon University"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TDSC.2022.3182373"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-11558-9"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-Companion.2019.00096"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/DAC18072.2020.9218603"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/DMC58182.2023.10412473"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICNC64010.2025.10993645"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3213846.3213848"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-50399-4_24"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ASE51524.2021.9678832"},{"key":"ref25","article-title":"{AFL++}: Combining incremental steps of fuzzing research","volume-title":"In 14th USENIX Workshop on Offensive Technologies (WOOT 20)","author":"Fioraldi"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.14722\/ndss.2021.24486"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2866445"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.01.023"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/SPW.2018.00026"},{"key":"ref30","volume-title":"Lcov: A graphical front-end for gcc\u2019s coverage testing tool gcov","author":"Oberparleiter","year":"2024"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/1273442.1250746"},{"key":"ref32","journal-title":"Phillcar\/pgscs: Power generation supervisory control system"},{"key":"ref33","volume-title":"GNOME Foundation. libxml2","year":"2025"},{"key":"ref34","year":"2025","journal-title":"Tcpdump"}],"event":{"name":"2025 IEEE International Conference on Cyber Security and Resilience (CSR)","location":"Chania, Crete, Greece","start":{"date-parts":[[2025,8,4]]},"end":{"date-parts":[[2025,8,6]]}},"container-title":["2025 IEEE International Conference on Cyber Security and Resilience (CSR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11129696\/11129957\/11129986.pdf?arnumber=11129986","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,27]],"date-time":"2025-08-27T05:04:11Z","timestamp":1756271051000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11129986\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,4]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/csr64739.2025.11129986","relation":{},"subject":[],"published":{"date-parts":[[2025,8,4]]}}}