J. Stokes

Most-cited papers

Large-scale malware classification using random projections and neural networks
G. Dahl, J. Stokes, L. Deng, Dong Yu
2013IEEE International Conference on Acoustics, Speech, and Signal Processing466 citations
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Malware classification with recurrent networks
Razvan Pascanu, J. Stokes, H. Sanossian, M. Marinescu +1 more
2015IEEE International Conference on Acoustics, Speech, and Signal Processing412 citations
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MtNet: A Multi-Task Neural Network for Dynamic Malware Classification
W. Huang, J. Stokes
2016International Conference on Detection of intrusions and malware, and vulnerability assessment287 citations
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Malware classification with LSTM and GRU language models and a character-level CNN
Ben Athiwaratkun, J. Stokes
2017IEEE International Conference on Acoustics, Speech, and Signal Processing229 citations
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URLTran: Improving Phishing URL Detection Using Transformers
Pranav Maneriker, J. Stokes, Edir Garcia Lazo, Diana Carutasu +2 more
2021IEEE Military Communications Conference132 citations Open access
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ARROW: GenerAting SignatuRes to Detect DRive-By DOWnloads
Junjie Zhang, Christian Seifert, J. Stokes, Wen-Ke Lee
2011The Web Conference114 citations
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Texception: A Character/Word-Level Deep Learning Model for Phishing URL Detection
Farid Tajaddodianfar, J. Stokes, A. Gururajan
2020IEEE International Conference on Acoustics, Speech, and Signal Processing85 citations
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ALADIN: Active Learning of Anomalies to Detect Intrusion
J. Stokes, J. Platt
200857 citations
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Attention in Recurrent Neural Networks for Ransomware Detection
Rakshit Agrawal, J. Stokes, Karthik Selvaraj, M. Marinescu
2019IEEE International Conference on Acoustics, Speech, and Signal Processing51 citations
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Living-Off-The-Land Command Detection Using Active Learning
Talha Ongun, J. Stokes, Jonathan Bar Or, K. Tian +5 more
2021International Symposium on Recent Advances in Intrusion Detection49 citations Open access
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Finding Similar Failures Using Callstack Similarity
Kevin Bartz, J. Stokes, John C. Platt, Ryan S. Kivett +3 more
2008USENIX workshop on Tackling computer systems problems with machine learning techniques49 citations
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Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback
Md Amran Siddiqui, J. Stokes, Christian Seifert, Evan Argyle +3 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing48 citations
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WebCop: Locating Neighborhoods of Malware on the Web
J. Stokes, Reid Andersen, Christian Seifert, K. Chellapilla
2010USENIX Workshop on Large-Scale Exploits and Emergent Threats44 citations
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Neural Sequential Malware Detection with Parameters
Rakshit Agrawal, J. Stokes, M. Marinescu, Karthik Selvaraj
2018IEEE International Conference on Acoustics, Speech, and Signal Processing42 citations
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Latte: Large-Scale Lateral Movement Detection
Qingyun Liu, J. Stokes, Rob Mead, Tim Burrell +4 more
2018IEEE Military Communications Conference38 citations
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AMP: authentication of media via provenance
P. England, Henrique S. Malvar, E. Horvitz, J. Stokes +16 more
2020ACM SIGMM Conference on Multimedia Systems34 citations Open access
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Detecting malicious landing pages in Malware Distribution Networks
G. Wang, J. Stokes, Cormac Herley, D. Felstead
2013Dependable Systems and Networks33 citations Open access
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Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
J. Stokes, De Wang, M. Marinescu, Marc Marino +1 more
2018IEEE Military Communications Conference32 citations
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Using File Relationships in Malware Classification
Nikos Karampatziakis, J. Stokes, Anil Thomas, M. Marinescu
2012International Conference on Detection of intrusions and malware, and vulnerability assessment30 citations
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PrivateEye: Scalable and Privacy-Preserving Compromise Detection in the Cloud
Behnaz Arzani, S. Ciraci, S. Saroiu, Alec Wolman +3 more
2020Symposium on Networked Systems Design and Implementation29 citations
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Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption
Edward Chou, A. Gururajan, Kim Laine, N. Goel +2 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing29 citations
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A large-scale study of automated web search traffic
Greg Buehrer, J. Stokes, K. Chellapilla
2008Adversarial Information Retrieval on the Web27 citations
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Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Classification Models
J. Stokes, De Wang, M. Marinescu, Marc Marino +1 more
2017arXiv.org26 citations
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Nonlinear residual acoustic echo suppression for high levels of harmonic distortion
D. Bendersky, J. Stokes, Henrique S. Malvar
2008IEEE International Conference on Acoustics, Speech, and Signal Processing25 citations
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Normalized Double-Talk Detection Based on Microphone and AEC Error Cross-Correlation
M. A. Lqbal, J. Stokes, Steven L. Grant
2007IEEE International Conference on Multimedia and Expo25 citations
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Designing Media Provenance Indicators to Combat Fake Media
Imani N. Sherman, J. Stokes, Elissa M. Redmiles
2021International Symposium on Recent Advances in Intrusion Detection23 citations
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Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
J. Stokes, P. England, K. Kane
2021IEEE Military Communications Conference23 citations Open access
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MULTI-STAKEHOLDER MEDIA PROVENANCE MANAGEMENT TO COUNTER SYNTHETIC MEDIA RISKS IN NEWS PUBLISHING
J. Aythora, R. Burke-Agüero, A. Chamayou, S. Clebsch +23 more
202021 citations
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ScriptNet: Neural Static Analysis for Malicious JavaScript Detection
J. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew J. Hausknecht
2019IEEE Military Communications Conference19 citations Open access
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Neural Malware Control with Deep Reinforcement Learning
Yu Wang, J. Stokes, M. Marinescu
2019IEEE Military Communications Conference15 citations
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Robust Neural Malware Detection Models for Emulation Sequence Learning
Rakshit Agrawal, J. Stokes, M. Marinescu, Karthik Selvaraj
2018IEEE Military Communications Conference15 citations
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Actor Critic Deep Reinforcement Learning for Neural Malware Control
Yu Wang, J. Stokes, M. Marinescu
2020AAAI Conference on Artificial Intelligence13 citations Open access
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Scalable Telemetry Classification for Automated Malware Detection
J. Stokes, John C. Platt, Helen J. Wang, Joe Faulhaber +4 more
2012European Symposium on Research in Computer Security13 citations Open access
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Acoustic echo cancellation with arbitrary playback sampling rate
J. Stokes, Henrique S. Malvar
2004IEEE International Conference on Acoustics, Speech, and Signal Processing13 citations
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A general method for evaluating outage probabilities using Pade approximations
J. Stokes, J. Ritcey
1998IEEE GLOBECOM 1998 (Cat. NO. 98CH36250)12 citations
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Neural Classification of Malicious Scripts: A study with JavaScript and VBScript
J. Stokes, Rakshit Agrawal, Geoff McDonald
2018arXiv.org11 citations
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Speaker Identification using a Microphone Array and a Joint HMM with Speech Spectrum and Angle of Arrival
J. Stokes, John C. Platt, S. Basu
2006IEEE International Conference on Multimedia and Expo11 citations
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Designing Indicators to Combat Fake Media
Imani N. Sherman, Elissa M. Redmiles, J. Stokes
2020arXiv.org10 citations
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Detection Of Malicious DNS and Web Servers using Graph-Based Approaches
Jinyuan Jia, Zheng Dong, J. Li, J. Stokes
2021IEEE International Conference on Acoustics, Speech, and Signal Processing9 citations
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Robust scareware image detection
Christian Seifert, J. Stokes, Christina Colcernian, John C. Platt +1 more
2013IEEE International Conference on Acoustics, Speech, and Signal Processing9 citations
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Classification of Automated Web Traffic
G. Buehrer, J. Stokes, K. Chellapilla, J. Platt
20098 citations
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REGRESSION-BASED RESIDUAL ACOUSTIC ECHO SUPPRESSION
Amit S. Chhetri, M. Ananda, J. Stokes, J. Platt
20177 citations
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Context-based Semantic Mediation in Web Service Communities
Greg Buehrer, J. Stokes, Kumar Chellapilla, John C. Platt +28 more
2009Weaving Services and People on the World Wide Web7 citations
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Classification of Automated Search Traffic
G. Buehrer, J. Stokes, K. Chellapilla, John C. Platt
2008Weaving Services and People on the World Wide Web7 citations
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Hierarchical learning for automated malware classification
Shayok Chakraborty, J. Stokes, Lin Xiao, Deng-Yong Zhou +2 more
2017IEEE Military Communications Conference6 citations
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Asking for a second opinion: Re-querying of noisy multi-class labels
J. Stokes, Ashish Kapoor, Debajyoti Ray
2016IEEE International Conference on Acoustics, Speech, and Signal Processing6 citations
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DOUBLETALK DETECTION USING REAL TIME RECURRENT LEARNING
M. A. Iqbal, J. Stokes, John C. Platt, A. Surendran +1 more
20066 citations
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Tracking adoption of revocation and cryptographic features in X.509 certificates
Maryam Zulfiqar, M. Janjua, M. Hassan, Talha Ahmad +2 more
2021International Journal of Information Security5 citations
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Detection of Prevalent Malware Families with Deep Learning
J. Stokes, Christian Seifert, Jerry Li, Nizar Hejazi
2019IEEE Military Communications Conference5 citations
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A frequency domain doubletalk detector based on cross-correlation and extension to multi-channel case
M. A. Iqbal, Steven L. Grant, J. Stokes
20092009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers5 citations
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