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D

Danfeng Yao

Virginia Tech

42H-index
224Paper Count
5.5KCitation Count
Published Papers 32
Publication Date
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How Can ChatGPT Support Human Security Testers to Help Mitigate Supply Chain Attacks?
errIEEE Transactions on Software Engineering
IF5.6
err2025-11-14
err0
PREAI
errYing Zhang; Wenjia Song; Zhengjie Ji; Danfeng Yao; Na Meng
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errSave
Enhancing Fairness and Accuracy in Diagnosing Type 2 Diabetes in Young Adult Population
errIEEE Journal of Biomedical and Health Informatics
IF6.8
err2025-10-01
err0
PREAI
errTanmoy Sarkar Pias; Yiqi Su; Xuxin Tang; Haohui Wang; Shahriar Faghani; Danfeng Yao
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errSave
Low responsiveness of machine learning models to critical or deteriorating health conditions
errCOMMUNICATIONS MEDICINE
IF6.3
err2025-03-11
err0
errOAAI
errPias, Tanmoy Sarkar; Afrose, Sharmin; Das Tuli, Moon; Trisha, Ipsita Hamid; Deng, Xinwei; Nemeroff, Charles B.; Yao, Danfeng Daphne
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errSave
Methods and Benchmark for Detecting Cryptographic API Misuses in Python
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2024-05-01
err1
PREAI
errFrantz, Miles; Xiao, Ya; Pias, Tanmoy Sarkar; Meng, Na; Yao, Danfeng
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errSave
Measurement of Embedding Choices on Cryptographic API Completion Tasks
errACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
err2024-03-15
err2
errOAAI
errXiao, Ya; Song, Wenjia; Ahmed, Salman; Ge, Xinyang; Viswanath, Bimal; Meng, Na; Yao, Danfeng (Daphne)
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errSave
Epigenomic tomography for probing spatially defined chromatin state in the brain
errCELL REPORTS METHODS
IF4.5
err2024-03-01
err0
errOAAI
errLiu, Zhengzhi; Deng, Chengyu; Zhou, Zirui; Xiao, Ya; Jiang, Shan; Zhu, Bohan; Naler, Lynette B.; Jia, Xiaoting; Yao, Danfeng (Daphne); Lu, Chang
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errSave
Spatiotemporal estimations of temperature rise during electroporation treatments using a deep neural network
errCOMPUTERS IN BIOLOGY AND MEDICINE
IF6.3
err2023-07-01
err3
PREAI
errJacobs, Edward J.; Campelo, Sabrina N.; Aycock, Kenneth N.; Yao, Danfeng; Davalos, Rafael, V
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errSave
Evaluation of Static Vulnerability Detection Tools With Java Cryptographic API Benchmarks
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2023-02-01
err16
errOAAI
errAfrose, Sharmin; Xiao, Ya; Rahaman, Sazzadur; Miller, Barton P. P.; Yao, Danfeng
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errSave
Automatic Detection of Java Cryptographic API Misuses: Are We There Yet?
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2023-01-01
err8
PREAI
errZhang, Ying; Kabir, Md Mahir Asef; Xiao, Ya; Yao, Danfeng; Meng, Na
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errSave
Specializing Neural Networks for Cryptographic Code Completion Applications
errIEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
err2023-01-01
err4
errOAAI
errXiao, Ya; Song, Wenjia; Qi, Jingyuan; Viswanath, Bimal; McDaniel, Patrick; Yao, Danfeng
errShare
errSave
From Theory to Code: Identifying Logical Flaws in Cryptographic Implementations in C/C plus
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2022-11-01
err2
errOAAI
errRahaman, Sazzadur; Cai, Haipeng; Chowdhury, Omar; Yao, Danfeng
errShare
errSave
Subpopulation-specific machine learning prognosis for underrepresented patients with double prioritized bias correction
errCOMMUNICATIONS MEDICINE
IF6.3
err2022-09-01
err17
errOAAI
errAfrose, Sharmin; Song, Wenjia; Nemeroff, Charles B.; Lu, Chang; Yao, Danfeng (Daphne)
errShare
errSave
Exploitation Techniques for Data-oriented Attacks with Existing and Potential Defense Approaches
errACM TRANSACTIONS ON PRIVACY AND SECURITY
IF2.8
err2021-09-02
err16
errOAAI
errCheng, Long; Ahmed, Salman; Liljestrand, Hans; Nyman, Thomas; Cai, Haipeng; Jaeger, Trent; Asokan, N.; Yao, Danfeng (Daphne)
errShare
errSave
Deep Learning-based Anomaly Detection in Cyber-physical Systems: Progress and Opportunities
errACM COMPUTING SURVEYS
IF28
err2021-05-25
err108
PREAI
errLuo, Yuan; Xiao, Ya; Cheng, Long; Peng, Guojun; Yao, Danfeng (Daphne)
errShare
errSave
Depth and Persistence: What Researchers Need to Know About Impostor Syndrome
errCOMMUNICATIONS OF THE ACM
IF12.2
err2021-05-24
err2
PREAI
errYao, Danfeng (Daphne)
errShare
errSave
Checking is Believing: Event-Aware Program Anomaly Detection in Cyber-Physical Systems
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2021-03-01
err20
errOAAI
errCheng, Long; Tian, Ke; Yao, Danfeng (Daphne); Sha, Lui; Beyah, Raheem A.
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errSave
Context-Rich Privacy Leakage Analysis Through Inferring Apps in Smart Home IoT
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2021-02-15
err13
PREAI
errLuo, Yuan; Cheng, Long; Hu, Hongxin; Peng, Guojun; Yao, Danfeng
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errSave
Prioritizing data flows and sinks for app security transformation
errCOMPUTERS & SECURITY
IF5.4
err2020-05-01
err2
errOAAI
errTian, Ke; Tan, Gang; Ryder, Barbara G.; Yao, Danfeng (Daphne)
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errSave
Detection of Repackaged Android Malware with Code-Heterogeneity Features
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2020-01-01
err48
PREAI
errTian, Ke; Yao, Danfeng; Ryder, Barbara G.; Tan, Gang; Peng, Guojun
errShare
errSave
Identifying Mobile Inter-App Communication Risks
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2020-01-01
err24
PREAI
errElish, Karim O.; Cai, Haipeng; Barton, Daniel; Yao, Danfeng; Ryder, Barbara G.
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errSave

Research Directions

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Co-authors
Cooperation Journals
C
Charles B. Nemeroff
H-index: 167 · Papers: 2.4K
W
Wolfgang Knoll
H-index: 106 · Papers: 1.1K
E
Elisa Bertino
H-index: 97 · Papers: 1.6K
P
Patrick McDaniel
H-index: 73 · Papers: 415
P
P. J. Butler
H-index: 71 · Papers: 377
View more