{"681206":{"#nid":"681206","#data":{"type":"event","title":"SCP Faculty Recruiting Candidate Seminar - Zhuo Zhang","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EPresentation Title:\u0026nbsp;\u003C\/strong\u003EAdvancing Security Red-Teaming through Probabilistic Binary Analysis\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u0026nbsp;\u003C\/strong\u003EDigital systems are the backbone of modern society, supporting everything from critical infrastructure to everyday communications. As these systems grow increasingly complex, securing them requires collective and broader community efforts beyond in-house teams. Third-party red-teaming plays a crucial role in this shared responsibility by conducting rigorous security assessments to uncover hidden vulnerabilities and inform proactive defense strategies. However, a major challenge for independent security teams is the frequent lack of access to the system of interest, particularly its source code, which hinders red-teaming efforts. In this talk, I will introduce probabilistic binary analysis, a novel framework that leverages probabilistic modeling to analyze compiled binaries when source code is unavailable. By systematically examining binary behavior and rigorously modeling the uncertainties inherent in the analysis process, this approach uncovers security flaws and provides actionable insights for proactive defense. Our method has already demonstrated real-world impact by identifying critical vulnerabilities in widely used systems, earning substantial bug bounties, and receiving recognition through the SIGSAC Doctoral Dissertation Award.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBio:\u003C\/strong\u003E\u0026nbsp;Zhuo Zhang is a postdoctoral researcher at Purdue University specializing in software and system security. His research has been published in top-tier venues, including IEEE S\u0026amp;P, USENIX Security, ACM CCS, NDSS, ICSE, OOPSLA, and PLDI. Zhuo\u0027s projects have collectively garnered approximately 2,000 GitHub stars and have been adopted in real-world practice by DARPA and ONR. His work has received several prestigious accolades, including Distinguished Paper Awards at OOPSLA 2019 and CCS 2024, as well as the 2024 ACM SIGSAC Doctoral Dissertation Award. He earned his Ph.D. in Computer Science from Purdue University in 2023 under the guidance of Prof. Xiangyu Zhang.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EZhuo Zhang will give a talk about advancing security red-teaming through probabilistic binary analysis in the Coda Atrium on Thursday, March 27th. A virtual is available through Zoom.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Zhuo Zhang will give a talk about advancing security red-teaming through probabilistic binary analysis "}],"uid":"36253","created_gmt":"2025-03-18 16:42:00","changed_gmt":"2025-03-19 14:37:34","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2025-03-27T11:00:00-04:00","event_time_end":"2025-03-27T12:30:00-04:00","event_time_end_last":"2025-03-27T12:30:00-04:00","gmt_time_start":"2025-03-27 15:00:00","gmt_time_end":"2025-03-27 16:30:00","gmt_time_end_last":"2025-03-27 16:30:00","rrule":null,"timezone":"America\/New_York"},"location":"Coda Building, 9th Floor Atrium","extras":[],"hg_media":{"676598":{"id":"676598","type":"image","title":"Zhuo-Zhang.jpg","body":null,"created":"1742394391","gmt_created":"2025-03-19 14:26:31","changed":"1742394391","gmt_changed":"2025-03-19 14:26:31","alt":"Event promotion graphic with date, time, location, and talk title. ","file":{"fid":"260405","name":"Zhuo-Zhang.jpg","image_path":"\/sites\/default\/files\/2025\/03\/19\/Zhuo-Zhang.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/03\/19\/Zhuo-Zhang.jpg","mime":"image\/jpeg","size":1315761,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/03\/19\/Zhuo-Zhang.jpg?itok=5gYSp96B"}}},"media_ids":["676598"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[],"keywords":[{"id":"182438","name":"Coda Events"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"174045","name":"Graduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}