{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T19:40:01Z","timestamp":1750275601954,"version":"3.41.0"},"reference-count":4,"publisher":"Association for Computing Machinery (ACM)","issue":"March","license":[{"start":{"date-parts":[[2021,3,1]],"date-time":"2021-03-01T00:00:00Z","timestamp":1614556800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["Ubiquity"],"published-print":{"date-parts":[[2021,3]]},"abstract":"<jats:p>In this interview, Bushra Anjum, senior editor Ubiquity, sits down with Xiaokui Shu, a Research Staff Member at IBM, and they chat about the latest emerging issues in cybersecurity. Is it possible to discover modern cyber threats before attackers accomplish their goals? The discussion then turns to the new era of dynamic cyber defense, which consists of detection strategies and procedures developed on the fly by security analysts based on live observations.<\/jats:p>","DOI":"10.1145\/3457416","type":"journal-article","created":{"date-parts":[[2021,3,21]],"date-time":"2021-03-21T19:20:15Z","timestamp":1616354415000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["A conversation with Xiaokui Shu"],"prefix":"10.1145","volume":"2021","author":[{"given":"Bushra","family":"Anjum","sequence":"first","affiliation":[{"name":"Amazon, San Luis Obispo, CA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,3,21]]},"reference":[{"volume-title":"2019 Cost of a Data Breach Report","year":"2019","author":"IBM Security and Ponemon Institute","key":"e_1_2_2_1_1"},{"volume-title":"Unleashing cyber reasoning potential in the era of AI security. IBM Research Blog","year":"2020","author":"Rao J. R.","key":"e_1_2_2_2_1"},{"key":"e_1_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3243734.3243829"},{"volume-title":"Unleashing Cyber Reasoning: DARPA Transparent Computing Threat Hunting Retrospective. Sponsored talk at the 2020 Annual Computer Security Applications Conference (ACSAC)","year":"2020","author":"Shu X.","key":"e_1_2_2_4_1"}],"container-title":["Ubiquity"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3457416","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3457416","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:28:07Z","timestamp":1750195687000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3457416"}},"subtitle":["the pursuit of speed in cybersecurity"],"short-title":[],"issued":{"date-parts":[[2021,3]]},"references-count":4,"journal-issue":{"issue":"March","published-print":{"date-parts":[[2021,3]]}},"alternative-id":["10.1145\/3457416"],"URL":"https:\/\/doi.org\/10.1145\/3457416","relation":{},"ISSN":["1530-2180"],"issn-type":[{"type":"electronic","value":"1530-2180"}],"subject":[],"published":{"date-parts":[[2021,3]]},"assertion":[{"value":"2021-03-21","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}