Faculty

Institution

Unit

Venue

Xinming Simon Ou

Professor

University of South Florida

Affiliations

College of Engineering

Department of Computer Science and Engineering

Xinming Simon Ou is currently serving as a College Of Engineering Professor at University of South Florida.

Honors

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Experiences

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Education

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Xinming Simon Ou

University of South Florida

Professor

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computer science information security computer security systems engineering data security software analysis network security software security data science communication security mobile security machine learning malware analysis mobile malware internet of things threat detection formal methods information technology logic in computer science empirical study technology cryptography usable privacy distributed systems automated reasoning intrusion analysis experimental study mobile computing cluster computing attack graph building automation security measurement target defense national vulnerability database deep learning modeling and simulation cyber conflict attack model security theory secure computing cyber-risk management iot security proof theory security analysis security management model-driven security sustainable development knowledge management data privacy computational statistics higher education firmware detection database security network simulation trustworthy computing trust metric risk metrics cyberwarfare dempster-shafer theory methodological perspectives uncertainty modeling adversarial machine learning information warfare continuous deployment model deployment graph generation dependency attack graphs critical attack assets cyber defense situational awareness vulnerability metrics lazy proof explication cyber-physical-social interdependencies organizational resilience probabilistic attack graphs security risk analysis cyber security engineering smart cities cybersecurity education information security education cyber-physical systems

Notable Scholarly Works

Notable Federal Grants

Collaborators

Tools Make Me Snore: A Next-Gen Framework for Training Soc Analysts Non-Perishable Skills. (2025)

me snorelearning sciencesperformance studiesanalyticseducationtraining systemsjust-in-time learningeducational strategiesnext-gen frameworkprofessional developmentcomputing educationeducational assessment

A Preliminary Study on Using Large Language Models in Software Pentesting. Workshop on SOC Operations and Construction (WOSOC) (2024)

preliminary studysoftware analysissoftware pentestingtest automationcomputational linguisticssoftware language engineeringsoftware designsoftware engineeringmodel-based testinglanguageprogramming languagescomputer sciencecomputational testinglarge language models

A Preliminary Study on Using Large Language Models in Software Pentesting. arXiv (Cornell University) (2024)

Shashwat, KumarHahn, FrancisOu, XinmingGoldgof, DmitryHall, LawrenceLigatti, JayRajgopalan, S. RajTabari, Armin Ziaie

preliminary studycomputer sciencesoftware pentestingsoftware engineering

Using Llm Embeddings With Similarity Search for Botnet Tls Certificate Detection. (2024)

Kumar ShashwatFrancis HahnStuart MillarXinming Ou

threat detectionbotnet detectionmachine learningcommunication securityllm embeddingsinformation retrievalnatural language processingpattern recognitionknowledge discoverydata scienceinformation securitydata securitymachine learning researchsimilarity searchcomputer sciencecryptanalysiscontent similarity detection

Co-Creation in Secure Software Development: Applied Ethnography and the Interface of Software and Development. Human Organization (2023)

technologydesignsoftware development practicesoftware designsoftware engineeringdevelopment methodologysoftware securitysecure by designapplied ethnographydevelopment environmentinformation securitysecure software development

Co-Creation in Secure Software Development: Applied Ethnography and the Interface of Software and Development. Human Organization (2023)

Daniel LendeAlexis MonkhouseJay LigattiXinming Ou

software engineeringco-productionsocial sciencessecure software development

Revealing Human Attacker Behaviors Using an Adaptive Internet of Things Honeypot Ecosystem. IFIP advances in information and communication technology (2023)

Armin Ziaie TabariGuojun LiuXinming OuAnoop Singhal

communication securitycomputer securityinformation technologyhuman attacker behaviorsinformation securityiot securityinternet of thingsbehavioral sciences

Security Analysis of Trust on the Controller in the Matter Protocol Specification. (2023)

Kumar ShashwatFrancis HahnXinming OuAnoop Singhal

systems engineeringmatter protocol specificationtrustcommunication securitycomputer securitycontrol protocol

Towards Optimal Triage and Mitigation of Context-Sensitive Cyber Vulnerabilities. IEEE Transactions on Dependable and Secure Computing (2022)

Soumyadeep HoreFariha MoomtaheenAnkit ShahXinming Ou

cyber-risk managementsystems engineeringcomputer securitysoftware securitytriageinformation securitysecure computingmitigation technologycontext-sensitive cyber vulnerabilitieshardware security

An Analysis of the Role of Situated Learning in Starting a Security Culture in a Software Company. Seventeenth Symposium on Usable Privacy and Security (SOUPS) (2021)

managementsecurity managementsoftware companyexperiential learninginformation security educationsecurity awarenessinformation technologysituated learningdesign cultureculturesecurity culturecomputing educationeducational technology

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Xinming Simon Ou

Professor

University of South Florida

Affiliations

College of Engineering

Department of Computer Science and Engineering

Xinming Simon Ou is currently serving as a College Of Engineering Professor at University of South Florida.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Xinming Simon Ou

University of South Florida

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Tools Make Me Snore: A Next-Gen Framework for Training Soc Analysts Non-Perishable Skills. (2025)

A Preliminary Study on Using Large Language Models in Software Pentesting. Workshop on SOC Operations and Construction (WOSOC) (2024)

A Preliminary Study on Using Large Language Models in Software Pentesting. arXiv (Cornell University) (2024)

Shashwat, KumarHahn, FrancisOu, XinmingGoldgof, DmitryHall, LawrenceLigatti, JayRajgopalan, S. RajTabari, Armin Ziaie

preliminary studycomputer sciencesoftware pentestingsoftware engineering

Using Llm Embeddings With Similarity Search for Botnet Tls Certificate Detection. (2024)

Kumar ShashwatFrancis HahnStuart MillarXinming Ou

Co-Creation in Secure Software Development: Applied Ethnography and the Interface of Software and Development. Human Organization (2023)

Daniel LendeAlexis MonkhouseJay LigattiXinming Ou

software engineeringco-productionsocial sciencessecure software development

Revealing Human Attacker Behaviors Using an Adaptive Internet of Things Honeypot Ecosystem. IFIP advances in information and communication technology (2023)

Armin Ziaie TabariGuojun LiuXinming OuAnoop Singhal

communication securitycomputer securityinformation technologyhuman attacker behaviorsinformation securityiot securityinternet of thingsbehavioral sciences

Security Analysis of Trust on the Controller in the Matter Protocol Specification. (2023)

Kumar ShashwatFrancis HahnXinming OuAnoop Singhal

systems engineeringmatter protocol specificationtrustcommunication securitycomputer securitycontrol protocol

Towards Optimal Triage and Mitigation of Context-Sensitive Cyber Vulnerabilities. IEEE Transactions on Dependable and Secure Computing (2022)

Soumyadeep HoreFariha MoomtaheenAnkit ShahXinming Ou

cyber-risk managementsystems engineeringcomputer securitysoftware securitytriageinformation securitysecure computingmitigation technologycontext-sensitive cyber vulnerabilitieshardware security

An Analysis of the Role of Situated Learning in Starting a Security Culture in a Software Company. Seventeenth Symposium on Usable Privacy and Security (SOUPS) (2021)

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