Jay Stokes

Publications

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- Heterogeneous Graph Neural Network on Semantic Tree
  
  Mingyu Guan, Jack W. Stokes, Qinlong Luo, Fuchen Liu, Purvanshi Mehta, Elnaz Nouri, Taesoo Kim
  
  AAAI | April 2025
  
  Publication
- Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks
  
  Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte, Justin Carroll, Itai Grady
  
  December 2024
  
  Publication Project
- Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models
  
  Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent Hecht, Jaime Teevan
  
  ACL | August 2024
  
  Publication Project
- I Know Your Triggers: Defending against Textual Backdoor Attacks with Benign Backdoor Augmentation
  
  Yue Gao, Jack W. Stokes, Manoj Prasad, Andrew T. Marshall, Kassem Fawaz, Emre Kiciman
  
  Military Communications Conference | November 2022
  
  Publication Project
- Long-Term Study of Honeypots in a Public Cloud
  
  Rakshit Agrawal, Jack W. Stokes, Lukas Rist, Ryan Littlefield, Xun Fan, Ken Hollis, Zane Coppedge, Noah Chesterman, Christian Seifert
  
  2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks | June 2022
  
  Publication Project
- Beyond Lp Norms: Delving Deeper Into Robustness to Physical Image Transformations
  
  Vikash Sehwag, Jack W. Stokes, Cha Zhang
  
  Military Communications Conference | November 2021
  
  Publication Project
- Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
  
  Jack W. Stokes, Paul England, Kevin Kane
  
  Military Communications Conference | November 2021
  
  Publication Project
- URLTran: Improving Phishing URL Detection Using Transformers
  
  Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
  
  Military Communications Conference | November 2021
  
  Publication Project
- Tracking Adoption of Revocation and Cryptographic Features in X.509 Certificates
  
  Maryam Zulfiqar, Muhammad Umar Janjua, Muhammad Hassan, Talha Ahmad, Tania; Saleem, Jack W. Stokes
  
  International Journal of Information Security | November 2021
  
  Publication
- Designing Media Provenance Indicators to Combat Fake Media
  
  Imani N. Sherman, Jack W. Stokes, Elissa M. Redmiles
  
  International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
  
  Publication Project
- Living-Off-The-Land Command Detection Using Active Learning
  
  Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
  
  International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
  
  Publication Project
- AMP: Authentication of Media via Provenance
  
  Paul England, Henrique S. Malvar, Eric Horvitz, Jack W. Stokes, Cédric Fournet, Rebecca Burke-Aguero, Amaury Chamayou, Sylvan Clebsch, Manuel Costa, John Deutscher, Shabnam Erfani, Matt Gaylor, Andrew Jenks, Kevin Kane, Elissa M. Redmiles, Alex Shamis, Isha Sharma, Sam Wenker, Anika Zaman
  
  12th ACM Multimedia Systems Conference | July 2021
  
  Publication Publication Project
- Detection of Malicious DNS and Web Servers Using Graph-Based Approaches
  
  Jinyuan Jia, Zheng Dong, Jie Li, Jack W. Stokes
  
  IEEE International Conference on Acoustics, Speech and Signal Processing | June 2021
  
  Publication Project
- Designing Indicators to Combat Fake Media
  
  Imani N. Sherman, Elissa M. Redmiles, Jack W. Stokes
  
  October 2020
  
  Publication Project
- Multi-Stakeholder Media Provenance Management to Counter Synthetic Media Risks in News Publishing
  
  J. Aythora, R. Burke‐Agüero, A. Chamayou, S. Clebsch, M. Costa, N. Earnshaw, L. Ellis, P. England, C. Fournet, M. Gaylor, C. Halford, E. Horvitz, A. Jenks, K. Kane, M. Lavallee, S. Lowenstein, B. MacCormack, H. S. Malvar, S. O'Brien, J. Parnall, E. M. Redmiles, A. Shamis, I. Sharma, J. W. Stokes, S. Wenker, A. Zaman
  
  International Broadcasting Convention (IBC) | September 2020
  
  Project
- Detection of Malicious Vbscript Using Static and Dynamic Analysis with Recurrent Deep Learning
  
  Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
  
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
  
  Publication
- Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption
  
  Edward J. Chou, Arun Gururajan, Kim Laine, Nitin Kumar Goel, Anna Bertiger, Jack W. Stokes
  
  International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  Publication
- Texception: A Character/Word-Level Deep Learning Model for Phishing URL Detection
  
  Farid Tajaddodianfar, Jack W. Stokes, Arun Gururajan
  
  International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  Publication
- Actor Critic Deep Reinforcement Learning for Neural Malware Control
  
  Yu Wang, Jack W. Stokes, Mady Marinescu
  
  Proceedings of the AAAI Conference on Artificial Intelligence | February 2020
  
  Publication
- PrivateEye: Scalable Privacy-Preserving Compromise Detection In The Cloud
  
  Behnaz Arzani, Selim Ciraci, Stefan Saroiu, Alec Wolman, Jack W. Stokes, Geoff Outhred, Lechao Diwu
  
  17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20) | February 2020
  
  Publication
- Neural Malware Control with Deep Reinforcement Learning
  
  Yu Wang, Jack W. Stokes, Mady Marinescu
  
  IEEE Military Communications Conference (MILCOM) | November 2019
  
  Publication Project
- ScriptNet: Neural Static Analysis for Malicious JavaScript Detection
  
  Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew Hausknecht
  
  IEEE Military Communications Conference (MILCOM) | November 2019
  
  Publication Project
- Detection of Prevalent Malware Families with Deep Learning
  
  Jack W. Stokes, Christian Seifert, Jerry Li, Nizar Hejazi
  
  2019 Military Communications Conference | October 2019
  
  DOI PDF Publication Publication Project
- Attention in Recurrent Neural Networks for Ransomware Detection
  
  Rakshit Agrawal, Jack W. Stokes, Karthik Selvaraj, Mady Marinescu
  
  2019 International Conference on Acoustics, Speech, and Signal Processing | May 2019
  
  DOI PDF
- Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback
  
  Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll
  
  2019 International Conference on Acoustics, Speech, and Signal Processing | April 2019
  
  PDF DOI
- Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
  
  Jack W. Stokes, De Wang, Mady Marinsescu, Marc Marino, Brian Bussone
  
  IEEE Military Communications Conference (MILCOM) | October 2018
  
  Publication Project
- Latte: Large-Scale Lateral Movement Detection
  
  Qingyun Liu, Jack W. Stokes, Rob Mead, Tim Burrell, Ian Hellen, John Lambert, Andrey Marochko, Weidong Cui
  
  IEEE Military Communications Conference (MILCOM) | October 2018
  
  Publication Project
- Robust Neural Malware Detection Models for Emulation Sequence Learning
  
  Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
  
  2018 Military Communications Conference | June 2018
  
  PDF DOI Project
- Neural Classification of Malicious Scripts: A study with JavaScript and VBScript
  
  Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
  
  May 2018
  
  Publication
- Neural Sequential Malware Detection with Parameters
  
  Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
  
  2018 International Conference on Acoustics, Speech, and Signal Processing | April 2018
  
  PDF DOI Project
- Hierarchical Learning for Automated Malware Classification
  
  Shayok Chakraborty, Jack W. Stokes, Lin Xiao, Dengyong Zhou, Mady Marinescu, Anil Thomas
  
  Proceedings of the Military Communication Conference (MILCOM) | October 2017
  
  Publication Publication Project
- Malware Classification with LSTM and GRU Language Models and a Character-Level CNN
  
  Ben Athiwaratkun, Jack W. Stokes
  
  Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2017
  
  Publication Project
- MART: Targeted attack detection on a compromised network
  
  Jack W. Stokes, Himanshu Chandola, Christian Seifert, Tim Burrell
  
  2016 Military Communications Conference | October 2016
  
  PDF DOI Project
- MtNet: A Multi-Task Neural Network for Dynamic Malware Classification
  
  Wenyi Huang, Jack W. Stokes
  
  Proceedings of 13th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment (DIMVA 2016) | July 2016
  
  ISBN: 978-3-319-40667-1
  
  Publication Publication Publication Project
- Asking for a Second Opinion: Re-Querying of Noisy Multi-Class Labels
  
  Jack W. Stokes, Ashish Kapoor, Debajyoti Ray
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing | March 2016
  
  Publication Publication
- Malware Classification With Recurrent Networks
  
  Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, Mady Marinescu, Anil Thomas
  
  Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | April 2015
  
  Publication Project
- Large-Scale Malware Classification Using Random Projections and Neural Networks
  
  George Dahl, Jack W. Stokes, Li Deng, Dong Yu
  
  Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2013
  
  Publication Project
- Robust scareware image detection
  
  Christian Seifert, Jack W. Stokes, Christina Colcernian, John Platt, Long Lu
  
  2013 International Conference on Acoustics, Speech, and Signal Processing | May 2013
  
  PDF DOI Project
- Detecting Malicious Landing Pages in Malware Distribution Networks
  
  Gang Wang, Jack W. Stokes, Cormac Herley, David Felstead
  
  IEEE DSN | January 2013
  
  Publication Project
- Scalable Telemetry Classification for Automated Malware Detection
  
  Jack W. Stokes, John Platt, Helen Wang, Joe Faulhaber, Mady Marinescu, Anil Thomas, Marius Gheorghescu
  
  Proceedings of European Symposium on Research in Computer Security (ESORICS2012) | September 2012
  
  Publication Project
- Using File Relationships in Malware Classification
  
  Nikos Karampatziakis, Jack W. Stokes, Anil Thomas, Mady Marinescu
  
  Proceedings of Conference on Detection of Intrusions and Malware & Vulnerability Assessment | September 2012
  
  Proceedings of Conference on Detection of Intrusions and Malware & Vulnerability Assessment
  
  Publication Project
- ARROW: GenerAting SignatuRes to Detect DRive-By DOWnloads
  
  Junjie Zhang, Christian Seifert, Jack W. Stokes, Wenke Lee
  
  2011 The Web Conference | March 2011
  
  DOI PDF Project
- WebCop: locating neighborhoods of malware on the web
  
  Jack W. Stokes, Reid Andersen, Christian Seifert, Kumar Chellapilla
  
  2010 USENIX conference on Large-scale exploits and emergent threats | April 2010
  
  PDF Project
- Classification of Automated Web Traffic
  
  Greg Buehrer, Jack W. Stokes, Kumar Chellapilla, John Platt
  
  Weaving Services and People on the World Wide Web | Published by Springer Verlag | 2009 | Weaving Services and People on the World Wide Web edition
  
  Publication Project
- Finding Similar Failures using Callstack Similarity
  
  Kevin Bartz, Jack W. Stokes, John Platt, Ryan Kivett, David Grant, Silviu Calinoiu, Gretchen Loihile
  
  SysML08: Third Workshop on Tackling Computer Systems Problems with Machine Learning Techniques | December 2008
  
  Publication Publication
- Multichannel Acoustic Echo Cancellation in Multiparty Spatial Audio Conferencing with Constrained Kalman Filtering
  
  Zhengyou Zhang, Qin Cai, Jack W. Stokes
  
  11th International Workshop on Acoustic Echo and Noise Control | September 2008
  
  11th International Workshop on Acoustic Echo and Noise Control
  
  Publication Publication Project
- A Large-scale Study of Automated Web Search Traffic
  
  Greg Buehrer, Jack W. Stokes, Kumar Chellapilla
  
  April 2008
  
  Publication Publication Project
- Nonlinear Residual Acoustic Echo Suppression for High Levels of Harmonic Distortion
  
  Diego Bendersky, Jack W. Stokes, Henrique S. Malvar
  
  International Conference on Acoustics, Speech and Signal Processing | April 2008
  
  International Conference on Acoustics, Speech and Signal Processing
  
  Publication Publication Project
- ALADIN: Active Learning of Anomalies to Detect Intrusions
  
  Jack W. Stokes, John Platt, Joseph Kravis, Michael Shilman
  
  MSR-TR-2008-24 | March 2008
  
  Publication Project
- ALADIN: Active Learning for Statistical Intrusion Detection
  
  Jack W. Stokes, John C. Platt, Joseph Kravis, Michael Shilman
  
  Neural Information Processing Systems Workshop on Machine Learning in Adversarial Environments for Computer Security | December 2007
  
  Publication
- Normalized Double-Talk Detection Based on Microphone and AEC Error Cross-Correlation
  
  Mohammad Asif Iqbal, Jack W. Stokes, Steven L. Grant
  
  July 2007
  
  Publication Publication Project
- DoubleTalk Detection using Real-time Recurrent Learning
  
  Mohammad Asif Iqbal, Jack W. Stokes, John Platt, Arun C. Surendran, Steven L. Grant
  
  Proc. 2006 International Workshop on Acoustic Echo and Noise Control | September 2006
  
  Publication
- Acoustic Echo Cancelation for High Noise Environments
  
  Amit Chhetri, Jack W. Stokes, Dinei Florencio
  
  July 2006
  
  Publication Publication Project
- Speaker Identification using a Microphone Array and a Joint HMM with Speech Spectrum and Angle of Arrival
  
  Jack W. Stokes, John Platt, Sumit Basu
  
  July 2006
  
  Publication Publication Project
- Robust RLS with Round Robin Regularization including Application to Stereo Acoustic Echo Cancellation
  
  Jack W. Stokes, John Platt
  
  International Conference on Acoustics, Speech, and Signal Processing | May 2006
  
  Publication Publication Project
- Regression-Based Residual Acoustic Echo Suppression
  
  Amit S. Chhetri, Muktha Ananda, Jack W. Stokes, John C. Platt
  
  International Workshop on Acoustic Echo and Noise Control IWAENC '05, Eindhoven, Netherlands | September 2005
  
  Publication Project
- Acoustic Echo Cancellation with Arbitrary Playback Sampling Rate
  
  Jack W. Stokes, Henrique S. Malvar
  
  May 2004
  
  Publication Publication Project
- Performance Analysis of DS/CDMA Systems with Shadowing and Flat Fading
  
  Jack W. Stokes, James A. Ritcey
  
  Signal Processing | December 2001
  
  Publication
- Evaluation of Error Probabilities for General Signal Constellations
  
  Jack W. Stokes
  
  IEEE Global Telecommunications Conference (GLOBECOM) | December 1999
  
  Publication
- A General Method For Evaluating Outage Probabilities Using PadÃ© Approximations
  
  Jack W. Stokes, James A. Ritcey
  
  IEEE Global Telecommunications Conference (GLOBECOM) | November 1998
  
  Publication
- Error Probabilities of Synchronous DS/CDMA Systems with Random and Deterministic Signature Sequences for Ideal and Fading Channels
  
  Jack W. Stokes, Jame A. Ritcey
  
  IEEE International Communications Conference ICC | June 1996
  
  Publication
- Implementation of PID Controllers on the Motorola DSP56000/ DSP56001, Part 2
  
  Jay Stokes, Guy R. L. Sohie
  
  September 1991
  
  Publication
- Implementation of PID Controllers on the Motorola DSP56000/ DSP56001, Part 1
  
  Jay Stokes, Guy R. L. Sohie
  
  Microprocessors & Microsystems | July 1991
  
  Publication

- Heterogeneous Graph Neural Network on Semantic Tree
  
  Mingyu Guan, Jack W. Stokes, Qinlong Luo, Fuchen Liu, Purvanshi Mehta, Elnaz Nouri, Taesoo Kim
  
  AAAI | April 2025
  
  Publication
- Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models
  
  Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent Hecht, Jaime Teevan
  
  ACL | August 2024
  
  Publication Project
- Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption
  
  Edward J. Chou, Arun Gururajan, Kim Laine, Nitin Kumar Goel, Anna Bertiger, Jack W. Stokes
  
  International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  Publication
- Texception: A Character/Word-Level Deep Learning Model for Phishing URL Detection
  
  Farid Tajaddodianfar, Jack W. Stokes, Arun Gururajan
  
  International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  Publication
- ScriptNet: Neural Static Analysis for Malicious JavaScript Detection
  
  Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew Hausknecht
  
  IEEE Military Communications Conference (MILCOM) | November 2019
  
  Publication Project
- Neural Malware Control with Deep Reinforcement Learning
  
  Yu Wang, Jack W. Stokes, Mady Marinescu
  
  IEEE Military Communications Conference (MILCOM) | November 2019
  
  Publication Project
- Detection of Prevalent Malware Families with Deep Learning
  
  Jack W. Stokes, Christian Seifert, Jerry Li, Nizar Hejazi
  
  2019 Military Communications Conference | October 2019
  
  DOI PDF Publication Publication Project
- Attention in Recurrent Neural Networks for Ransomware Detection
  
  Rakshit Agrawal, Jack W. Stokes, Karthik Selvaraj, Mady Marinescu
  
  2019 International Conference on Acoustics, Speech, and Signal Processing | May 2019
  
  DOI PDF
- Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback
  
  Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll
  
  2019 International Conference on Acoustics, Speech, and Signal Processing | April 2019
  
  PDF DOI
- Neural Classification of Malicious Scripts: A study with JavaScript and VBScript
  
  Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
  
  May 2018
  
  Publication
- Malware Classification With Recurrent Networks
  
  Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, Mady Marinescu, Anil Thomas
  
  Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | April 2015
  
  Publication Project
- Robust scareware image detection
  
  Christian Seifert, Jack W. Stokes, Christina Colcernian, John Platt, Long Lu
  
  2013 International Conference on Acoustics, Speech, and Signal Processing | May 2013
  
  PDF DOI Project
- Scalable Telemetry Classification for Automated Malware Detection
  
  Jack W. Stokes, John Platt, Helen Wang, Joe Faulhaber, Mady Marinescu, Anil Thomas, Marius Gheorghescu
  
  Proceedings of European Symposium on Research in Computer Security (ESORICS2012) | September 2012
  
  Publication Project
- ARROW: GenerAting SignatuRes to Detect DRive-By DOWnloads
  
  Junjie Zhang, Christian Seifert, Jack W. Stokes, Wenke Lee
  
  2011 The Web Conference | March 2011
  
  DOI PDF Project
- WebCop: locating neighborhoods of malware on the web
  
  Jack W. Stokes, Reid Andersen, Christian Seifert, Kumar Chellapilla
  
  2010 USENIX conference on Large-scale exploits and emergent threats | April 2010
  
  PDF Project
- Finding Similar Failures using Callstack Similarity
  
  Kevin Bartz, Jack W. Stokes, John Platt, Ryan Kivett, David Grant, Silviu Calinoiu, Gretchen Loihile
  
  SysML08: Third Workshop on Tackling Computer Systems Problems with Machine Learning Techniques | December 2008
  
  Publication Publication
- ALADIN: Active Learning of Anomalies to Detect Intrusions
  
  Jack W. Stokes, John Platt, Joseph Kravis, Michael Shilman
  
  MSR-TR-2008-24 | March 2008
  
  Publication Project
- Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models
  
  Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent Hecht, Jaime Teevan
  
  ACL | August 2024
  
  Publication Project
- Classification of Automated Web Traffic
  
  Greg Buehrer, Jack W. Stokes, Kumar Chellapilla, John Platt
  
  Weaving Services and People on the World Wide Web | Published by Springer Verlag | 2009 | Weaving Services and People on the World Wide Web edition
  
  Publication Project
- Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks
  
  Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte, Justin Carroll, Itai Grady
  
  December 2024
  
  Publication Project
- I Know Your Triggers: Defending against Textual Backdoor Attacks with Benign Backdoor Augmentation
  
  Yue Gao, Jack W. Stokes, Manoj Prasad, Andrew T. Marshall, Kassem Fawaz, Emre Kiciman
  
  Military Communications Conference | November 2022
  
  Publication Project
- Long-Term Study of Honeypots in a Public Cloud
  
  Rakshit Agrawal, Jack W. Stokes, Lukas Rist, Ryan Littlefield, Xun Fan, Ken Hollis, Zane Coppedge, Noah Chesterman, Christian Seifert
  
  2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks | June 2022
  
  Publication Project
- URLTran: Improving Phishing URL Detection Using Transformers
  
  Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
  
  Military Communications Conference | November 2021
  
  Publication Project
- Beyond Lp Norms: Delving Deeper Into Robustness to Physical Image Transformations
  
  Vikash Sehwag, Jack W. Stokes, Cha Zhang
  
  Military Communications Conference | November 2021
  
  Publication Project
- Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
  
  Jack W. Stokes, Paul England, Kevin Kane
  
  Military Communications Conference | November 2021
  
  Publication Project
- Tracking Adoption of Revocation and Cryptographic Features in X.509 Certificates
  
  Maryam Zulfiqar, Muhammad Umar Janjua, Muhammad Hassan, Talha Ahmad, Tania; Saleem, Jack W. Stokes
  
  International Journal of Information Security | November 2021
  
  Publication
- Designing Media Provenance Indicators to Combat Fake Media
  
  Imani N. Sherman, Jack W. Stokes, Elissa M. Redmiles
  
  International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
  
  Publication Project
- Living-Off-The-Land Command Detection Using Active Learning
  
  Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
  
  International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
  
  Publication Project
- Detection of Malicious DNS and Web Servers Using Graph-Based Approaches
  
  Jinyuan Jia, Zheng Dong, Jie Li, Jack W. Stokes
  
  IEEE International Conference on Acoustics, Speech and Signal Processing | June 2021
  
  Publication Project
- Designing Indicators to Combat Fake Media
  
  Imani N. Sherman, Elissa M. Redmiles, Jack W. Stokes
  
  October 2020
  
  Publication Project
- Multi-Stakeholder Media Provenance Management to Counter Synthetic Media Risks in News Publishing
  
  J. Aythora, R. Burke‐Agüero, A. Chamayou, S. Clebsch, M. Costa, N. Earnshaw, L. Ellis, P. England, C. Fournet, M. Gaylor, C. Halford, E. Horvitz, A. Jenks, K. Kane, M. Lavallee, S. Lowenstein, B. MacCormack, H. S. Malvar, S. O'Brien, J. Parnall, E. M. Redmiles, A. Shamis, I. Sharma, J. W. Stokes, S. Wenker, A. Zaman
  
  International Broadcasting Convention (IBC) | September 2020
  
  Project
- Detection of Malicious Vbscript Using Static and Dynamic Analysis with Recurrent Deep Learning
  
  Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
  
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
  
  Publication
- Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption
  
  Edward J. Chou, Arun Gururajan, Kim Laine, Nitin Kumar Goel, Anna Bertiger, Jack W. Stokes
  
  International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  Publication
- Texception: A Character/Word-Level Deep Learning Model for Phishing URL Detection
  
  Farid Tajaddodianfar, Jack W. Stokes, Arun Gururajan
  
  International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  Publication
- Actor Critic Deep Reinforcement Learning for Neural Malware Control
  
  Yu Wang, Jack W. Stokes, Mady Marinescu
  
  Proceedings of the AAAI Conference on Artificial Intelligence | February 2020
  
  Publication
- PrivateEye: Scalable Privacy-Preserving Compromise Detection In The Cloud
  
  Behnaz Arzani, Selim Ciraci, Stefan Saroiu, Alec Wolman, Jack W. Stokes, Geoff Outhred, Lechao Diwu
  
  17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20) | February 2020
  
  Publication
- ScriptNet: Neural Static Analysis for Malicious JavaScript Detection
  
  Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew Hausknecht
  
  IEEE Military Communications Conference (MILCOM) | November 2019
  
  Publication Project
- Neural Malware Control with Deep Reinforcement Learning
  
  Yu Wang, Jack W. Stokes, Mady Marinescu
  
  IEEE Military Communications Conference (MILCOM) | November 2019
  
  Publication Project
- Detection of Prevalent Malware Families with Deep Learning
  
  Jack W. Stokes, Christian Seifert, Jerry Li, Nizar Hejazi
  
  2019 Military Communications Conference | October 2019
  
  DOI PDF Publication Publication Project
- Attention in Recurrent Neural Networks for Ransomware Detection
  
  Rakshit Agrawal, Jack W. Stokes, Karthik Selvaraj, Mady Marinescu
  
  2019 International Conference on Acoustics, Speech, and Signal Processing | May 2019
  
  DOI PDF
- Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback
  
  Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll
  
  2019 International Conference on Acoustics, Speech, and Signal Processing | April 2019
  
  PDF DOI
- Latte: Large-Scale Lateral Movement Detection
  
  Qingyun Liu, Jack W. Stokes, Rob Mead, Tim Burrell, Ian Hellen, John Lambert, Andrey Marochko, Weidong Cui
  
  IEEE Military Communications Conference (MILCOM) | October 2018
  
  Publication Project
- Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
  
  Jack W. Stokes, De Wang, Mady Marinsescu, Marc Marino, Brian Bussone
  
  IEEE Military Communications Conference (MILCOM) | October 2018
  
  Publication Project
- Robust Neural Malware Detection Models for Emulation Sequence Learning
  
  Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
  
  2018 Military Communications Conference | June 2018
  
  PDF DOI Project
- Neural Classification of Malicious Scripts: A study with JavaScript and VBScript
  
  Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
  
  May 2018
  
  Publication
- Neural Sequential Malware Detection with Parameters
  
  Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
  
  2018 International Conference on Acoustics, Speech, and Signal Processing | April 2018
  
  PDF DOI Project
- Hierarchical Learning for Automated Malware Classification
  
  Shayok Chakraborty, Jack W. Stokes, Lin Xiao, Dengyong Zhou, Mady Marinescu, Anil Thomas
  
  Proceedings of the Military Communication Conference (MILCOM) | October 2017
  
  Publication Publication Project
- Malware Classification with LSTM and GRU Language Models and a Character-Level CNN
  
  Ben Athiwaratkun, Jack W. Stokes
  
  Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2017
  
  Publication Project
- MART: Targeted attack detection on a compromised network
  
  Jack W. Stokes, Himanshu Chandola, Christian Seifert, Tim Burrell
  
  2016 Military Communications Conference | October 2016
  
  PDF DOI Project
- MtNet: A Multi-Task Neural Network for Dynamic Malware Classification
  
  Wenyi Huang, Jack W. Stokes
  
  Proceedings of 13th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment (DIMVA 2016) | July 2016
  
  ISBN: 978-3-319-40667-1
  
  Publication Publication Publication Project
- Asking for a Second Opinion: Re-Querying of Noisy Multi-Class Labels
  
  Jack W. Stokes, Ashish Kapoor, Debajyoti Ray
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing | March 2016
  
  Publication Publication
- Malware Classification With Recurrent Networks
  
  Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, Mady Marinescu, Anil Thomas
  
  Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | April 2015
  
  Publication Project
- Large-Scale Malware Classification Using Random Projections and Neural Networks
  
  George Dahl, Jack W. Stokes, Li Deng, Dong Yu
  
  Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2013
  
  Publication Project
- Robust scareware image detection
  
  Christian Seifert, Jack W. Stokes, Christina Colcernian, John Platt, Long Lu
  
  2013 International Conference on Acoustics, Speech, and Signal Processing | May 2013
  
  PDF DOI Project
- Scalable Telemetry Classification for Automated Malware Detection
  
  Jack W. Stokes, John Platt, Helen Wang, Joe Faulhaber, Mady Marinescu, Anil Thomas, Marius Gheorghescu
  
  Proceedings of European Symposium on Research in Computer Security (ESORICS2012) | September 2012
  
  Publication Project
- Using File Relationships in Malware Classification
  
  Nikos Karampatziakis, Jack W. Stokes, Anil Thomas, Mady Marinescu
  
  Proceedings of Conference on Detection of Intrusions and Malware & Vulnerability Assessment | September 2012
  
  Proceedings of Conference on Detection of Intrusions and Malware & Vulnerability Assessment
  
  Publication Project
- ARROW: GenerAting SignatuRes to Detect DRive-By DOWnloads
  
  Junjie Zhang, Christian Seifert, Jack W. Stokes, Wenke Lee
  
  2011 The Web Conference | March 2011
  
  DOI PDF Project
- WebCop: locating neighborhoods of malware on the web
  
  Jack W. Stokes, Reid Andersen, Christian Seifert, Kumar Chellapilla
  
  2010 USENIX conference on Large-scale exploits and emergent threats | April 2010
  
  PDF Project
- ALADIN: Active Learning of Anomalies to Detect Intrusions
  
  Jack W. Stokes, John Platt, Joseph Kravis, Michael Shilman
  
  MSR-TR-2008-24 | March 2008
  
  Publication Project
- ALADIN: Active Learning for Statistical Intrusion Detection
  
  Jack W. Stokes, John C. Platt, Joseph Kravis, Michael Shilman
  
  Neural Information Processing Systems Workshop on Machine Learning in Adversarial Environments for Computer Security | December 2007
  
  Publication
- AMP: Authentication of Media via Provenance
  
  Paul England, Henrique S. Malvar, Eric Horvitz, Jack W. Stokes, Cédric Fournet, Rebecca Burke-Aguero, Amaury Chamayou, Sylvan Clebsch, Manuel Costa, John Deutscher, Shabnam Erfani, Matt Gaylor, Andrew Jenks, Kevin Kane, Elissa M. Redmiles, Alex Shamis, Isha Sharma, Sam Wenker, Anika Zaman
  
  12th ACM Multimedia Systems Conference | July 2021
  
  Publication Publication Project
- PrivateEye: Scalable Privacy-Preserving Compromise Detection In The Cloud
  
  Behnaz Arzani, Selim Ciraci, Stefan Saroiu, Alec Wolman, Jack W. Stokes, Geoff Outhred, Lechao Diwu
  
  17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20) | February 2020
  
  Publication
- Detecting Malicious Landing Pages in Malware Distribution Networks
  
  Gang Wang, Jack W. Stokes, Cormac Herley, David Felstead
  
  IEEE DSN | January 2013
  
  Publication Project
- Finding Similar Failures using Callstack Similarity
  
  Kevin Bartz, Jack W. Stokes, John Platt, Ryan Kivett, David Grant, Silviu Calinoiu, Gretchen Loihile
  
  SysML08: Third Workshop on Tackling Computer Systems Problems with Machine Learning Techniques | December 2008
  
  Publication Publication
- Acoustic Echo Cancellation with Arbitrary Playback Sampling Rate
  
  Jack W. Stokes, Henrique S. Malvar
  
  May 2004
  
  Publication Publication Project
- Performance Analysis of DS/CDMA Systems with Shadowing and Flat Fading
  
  Jack W. Stokes, James A. Ritcey
  
  Signal Processing | December 2001
  
  Publication
- Evaluation of Error Probabilities for General Signal Constellations
  
  Jack W. Stokes
  
  IEEE Global Telecommunications Conference (GLOBECOM) | December 1999
  
  Publication
- A General Method For Evaluating Outage Probabilities Using PadÃ© Approximations
  
  Jack W. Stokes, James A. Ritcey
  
  IEEE Global Telecommunications Conference (GLOBECOM) | November 1998
  
  Publication
- Error Probabilities of Synchronous DS/CDMA Systems with Random and Deterministic Signature Sequences for Ideal and Fading Channels
  
  Jack W. Stokes, Jame A. Ritcey
  
  IEEE International Communications Conference ICC | June 1996
  
  Publication
- Implementation of PID Controllers on the Motorola DSP56000/ DSP56001, Part 2
  
  Jay Stokes, Guy R. L. Sohie
  
  September 1991
  
  Publication
- Implementation of PID Controllers on the Motorola DSP56000/ DSP56001, Part 1
  
  Jay Stokes, Guy R. L. Sohie
  
  Microprocessors & Microsystems | July 1991
  
  Publication
- Acoustic Echo Cancelation for High Noise Environments
  
  Amit Chhetri, Jack W. Stokes, Dinei Florencio
  
  July 2006
  
  Publication Publication Project
- Robust RLS with Round Robin Regularization including Application to Stereo Acoustic Echo Cancellation
  
  Jack W. Stokes, John Platt
  
  International Conference on Acoustics, Speech, and Signal Processing | May 2006
  
  Publication Publication Project
- Acoustic Echo Cancellation with Arbitrary Playback Sampling Rate
  
  Jack W. Stokes, Henrique S. Malvar
  
  May 2004
  
  Publication Publication Project
- Speaker Identification using a Microphone Array and a Joint HMM with Speech Spectrum and Angle of Arrival
  
  Jack W. Stokes, John Platt, Sumit Basu
  
  July 2006
  
  Publication Publication Project
- Regression-Based Residual Acoustic Echo Suppression
  
  Amit S. Chhetri, Muktha Ananda, Jack W. Stokes, John C. Platt
  
  International Workshop on Acoustic Echo and Noise Control IWAENC '05, Eindhoven, Netherlands | September 2005
  
  Publication Project
- Multichannel Acoustic Echo Cancellation in Multiparty Spatial Audio Conferencing with Constrained Kalman Filtering
  
  Zhengyou Zhang, Qin Cai, Jack W. Stokes
  
  11th International Workshop on Acoustic Echo and Noise Control | September 2008
  
  11th International Workshop on Acoustic Echo and Noise Control
  
  Publication Publication Project
- A Large-scale Study of Automated Web Search Traffic
  
  Greg Buehrer, Jack W. Stokes, Kumar Chellapilla
  
  April 2008
  
  Publication Publication Project
- Nonlinear Residual Acoustic Echo Suppression for High Levels of Harmonic Distortion
  
  Diego Bendersky, Jack W. Stokes, Henrique S. Malvar
  
  International Conference on Acoustics, Speech and Signal Processing | April 2008
  
  International Conference on Acoustics, Speech and Signal Processing
  
  Publication Publication Project
- Normalized Double-Talk Detection Based on Microphone and AEC Error Cross-Correlation
  
  Mohammad Asif Iqbal, Jack W. Stokes, Steven L. Grant
  
  July 2007
  
  Publication Publication Project
- DoubleTalk Detection using Real-time Recurrent Learning
  
  Mohammad Asif Iqbal, Jack W. Stokes, John Platt, Arun C. Surendran, Steven L. Grant
  
  Proc. 2006 International Workshop on Acoustic Echo and Noise Control | September 2006
  
  Publication
- Nonlinear Residual Acoustic Echo Suppression for High Levels of Harmonic Distortion
  
  Diego Bendersky, Jack W. Stokes, Henrique S. Malvar
  
  International Conference on Acoustics, Speech and Signal Processing | April 2008
  
  International Conference on Acoustics, Speech and Signal Processing
  
  Publication Publication Project
- Acoustic Echo Cancelation for High Noise Environments
  
  Amit Chhetri, Jack W. Stokes, Dinei Florencio
  
  July 2006
  
  Publication Publication Project

- Evaluation of Error Probabilities for General Signal Constellations
  
  Jack W. Stokes
  
  IEEE Global Telecommunications Conference (GLOBECOM) | December 1999
  
  Publication
- A General Method For Evaluating Outage Probabilities Using PadÃ© Approximations
  
  Jack W. Stokes, James A. Ritcey
  
  IEEE Global Telecommunications Conference (GLOBECOM) | November 1998
  
  Publication
- Error Probabilities of Synchronous DS/CDMA Systems with Random and Deterministic Signature Sequences for Ideal and Fading Channels
  
  Jack W. Stokes, Jame A. Ritcey
  
  IEEE International Communications Conference ICC | June 1996
  
  Publication
- Implementation of PID Controllers on the Motorola DSP56000/ DSP56001, Part 2
  
  Jay Stokes, Guy R. L. Sohie
  
  September 1991
  
  Publication
- Implementation of PID Controllers on the Motorola DSP56000/ DSP56001, Part 1
  
  Jay Stokes, Guy R. L. Sohie
  
  Microprocessors & Microsystems | July 1991
  
  Publication
- Heterogeneous Graph Neural Network on Semantic Tree
  
  Mingyu Guan, Jack W. Stokes, Qinlong Luo, Fuchen Liu, Purvanshi Mehta, Elnaz Nouri, Taesoo Kim
  
  AAAI | April 2025
  
  Publication
- Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models
  
  Ying-Chun Lin, Jennifer Neville, Jack W. Stokes, Longqi Yang, Tara Safavi, Mengting Wan, Scott Counts, Siddharth Suri, Reid Andersen, Xiaofeng Xu, Deepak Gupta, Sujay Kumar Jauhar, Xia Song, Georg Buscher, Saurabh Tiwary, Brent Hecht, Jaime Teevan
  
  ACL | August 2024
  
  Publication Project
- I Know Your Triggers: Defending against Textual Backdoor Attacks with Benign Backdoor Augmentation
  
  Yue Gao, Jack W. Stokes, Manoj Prasad, Andrew T. Marshall, Kassem Fawaz, Emre Kiciman
  
  Military Communications Conference | November 2022
  
  Publication Project
- Long-Term Study of Honeypots in a Public Cloud
  
  Rakshit Agrawal, Jack W. Stokes, Lukas Rist, Ryan Littlefield, Xun Fan, Ken Hollis, Zane Coppedge, Noah Chesterman, Christian Seifert
  
  2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks | June 2022
  
  Publication Project
- URLTran: Improving Phishing URL Detection Using Transformers
  
  Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
  
  Military Communications Conference | November 2021
  
  Publication Project
- Beyond Lp Norms: Delving Deeper Into Robustness to Physical Image Transformations
  
  Vikash Sehwag, Jack W. Stokes, Cha Zhang
  
  Military Communications Conference | November 2021
  
  Publication Project
- Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
  
  Jack W. Stokes, Paul England, Kevin Kane
  
  Military Communications Conference | November 2021
  
  Publication Project
- Designing Media Provenance Indicators to Combat Fake Media
  
  Imani N. Sherman, Jack W. Stokes, Elissa M. Redmiles
  
  International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
  
  Publication Project
- Living-Off-The-Land Command Detection Using Active Learning
  
  Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
  
  International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
  
  Publication Project
- AMP: Authentication of Media via Provenance
  
  Paul England, Henrique S. Malvar, Eric Horvitz, Jack W. Stokes, Cédric Fournet, Rebecca Burke-Aguero, Amaury Chamayou, Sylvan Clebsch, Manuel Costa, John Deutscher, Shabnam Erfani, Matt Gaylor, Andrew Jenks, Kevin Kane, Elissa M. Redmiles, Alex Shamis, Isha Sharma, Sam Wenker, Anika Zaman
  
  12th ACM Multimedia Systems Conference | July 2021
  
  Publication Publication Project
- Detection of Malicious DNS and Web Servers Using Graph-Based Approaches
  
  Jinyuan Jia, Zheng Dong, Jie Li, Jack W. Stokes
  
  IEEE International Conference on Acoustics, Speech and Signal Processing | June 2021
  
  Publication Project
- Multi-Stakeholder Media Provenance Management to Counter Synthetic Media Risks in News Publishing
  
  J. Aythora, R. Burke‐Agüero, A. Chamayou, S. Clebsch, M. Costa, N. Earnshaw, L. Ellis, P. England, C. Fournet, M. Gaylor, C. Halford, E. Horvitz, A. Jenks, K. Kane, M. Lavallee, S. Lowenstein, B. MacCormack, H. S. Malvar, S. O'Brien, J. Parnall, E. M. Redmiles, A. Shamis, I. Sharma, J. W. Stokes, S. Wenker, A. Zaman
  
  International Broadcasting Convention (IBC) | September 2020
  
  Project
- Detection of Malicious Vbscript Using Static and Dynamic Analysis with Recurrent Deep Learning
  
  Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
  
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
  
  Publication
- Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption
  
  Edward J. Chou, Arun Gururajan, Kim Laine, Nitin Kumar Goel, Anna Bertiger, Jack W. Stokes
  
  International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  Publication
- Texception: A Character/Word-Level Deep Learning Model for Phishing URL Detection
  
  Farid Tajaddodianfar, Jack W. Stokes, Arun Gururajan
  
  International Conference on Acoustics, Speech, and Signal Processing | May 2020
  
  Publication
- Actor Critic Deep Reinforcement Learning for Neural Malware Control
  
  Yu Wang, Jack W. Stokes, Mady Marinescu
  
  Proceedings of the AAAI Conference on Artificial Intelligence | February 2020
  
  Publication
- PrivateEye: Scalable Privacy-Preserving Compromise Detection In The Cloud
  
  Behnaz Arzani, Selim Ciraci, Stefan Saroiu, Alec Wolman, Jack W. Stokes, Geoff Outhred, Lechao Diwu
  
  17th USENIX Symposium on Networked Systems Design and Implementation (NSDI 20) | February 2020
  
  Publication
- ScriptNet: Neural Static Analysis for Malicious JavaScript Detection
  
  Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew Hausknecht
  
  IEEE Military Communications Conference (MILCOM) | November 2019
  
  Publication Project
- Neural Malware Control with Deep Reinforcement Learning
  
  Yu Wang, Jack W. Stokes, Mady Marinescu
  
  IEEE Military Communications Conference (MILCOM) | November 2019
  
  Publication Project
- Detection of Prevalent Malware Families with Deep Learning
  
  Jack W. Stokes, Christian Seifert, Jerry Li, Nizar Hejazi
  
  2019 Military Communications Conference | October 2019
  
  DOI PDF Publication Publication Project
- Attention in Recurrent Neural Networks for Ransomware Detection
  
  Rakshit Agrawal, Jack W. Stokes, Karthik Selvaraj, Mady Marinescu
  
  2019 International Conference on Acoustics, Speech, and Signal Processing | May 2019
  
  DOI PDF
- Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback
  
  Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll
  
  2019 International Conference on Acoustics, Speech, and Signal Processing | April 2019
  
  PDF DOI
- Latte: Large-Scale Lateral Movement Detection
  
  Qingyun Liu, Jack W. Stokes, Rob Mead, Tim Burrell, Ian Hellen, John Lambert, Andrey Marochko, Weidong Cui
  
  IEEE Military Communications Conference (MILCOM) | October 2018
  
  Publication Project
- Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
  
  Jack W. Stokes, De Wang, Mady Marinsescu, Marc Marino, Brian Bussone
  
  IEEE Military Communications Conference (MILCOM) | October 2018
  
  Publication Project
- Robust Neural Malware Detection Models for Emulation Sequence Learning
  
  Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
  
  2018 Military Communications Conference | June 2018
  
  PDF DOI Project
- Neural Sequential Malware Detection with Parameters
  
  Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
  
  2018 International Conference on Acoustics, Speech, and Signal Processing | April 2018
  
  PDF DOI Project
- Hierarchical Learning for Automated Malware Classification
  
  Shayok Chakraborty, Jack W. Stokes, Lin Xiao, Dengyong Zhou, Mady Marinescu, Anil Thomas
  
  Proceedings of the Military Communication Conference (MILCOM) | October 2017
  
  Publication Publication Project
- Malware Classification with LSTM and GRU Language Models and a Character-Level CNN
  
  Ben Athiwaratkun, Jack W. Stokes
  
  Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2017
  
  Publication Project
- MART: Targeted attack detection on a compromised network
  
  Jack W. Stokes, Himanshu Chandola, Christian Seifert, Tim Burrell
  
  2016 Military Communications Conference | October 2016
  
  PDF DOI Project
- MtNet: A Multi-Task Neural Network for Dynamic Malware Classification
  
  Wenyi Huang, Jack W. Stokes
  
  Proceedings of 13th International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment (DIMVA 2016) | July 2016
  
  ISBN: 978-3-319-40667-1
  
  Publication Publication Publication Project
- Asking for a Second Opinion: Re-Querying of Noisy Multi-Class Labels
  
  Jack W. Stokes, Ashish Kapoor, Debajyoti Ray
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing | March 2016
  
  Publication Publication
- Malware Classification With Recurrent Networks
  
  Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, Mady Marinescu, Anil Thomas
  
  Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | April 2015
  
  Publication Project
- Large-Scale Malware Classification Using Random Projections and Neural Networks
  
  George Dahl, Jack W. Stokes, Li Deng, Dong Yu
  
  Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2013
  
  Publication Project
- Robust scareware image detection
  
  Christian Seifert, Jack W. Stokes, Christina Colcernian, John Platt, Long Lu
  
  2013 International Conference on Acoustics, Speech, and Signal Processing | May 2013
  
  PDF DOI Project
- Detecting Malicious Landing Pages in Malware Distribution Networks
  
  Gang Wang, Jack W. Stokes, Cormac Herley, David Felstead
  
  IEEE DSN | January 2013
  
  Publication Project
- Scalable Telemetry Classification for Automated Malware Detection
  
  Jack W. Stokes, John Platt, Helen Wang, Joe Faulhaber, Mady Marinescu, Anil Thomas, Marius Gheorghescu
  
  Proceedings of European Symposium on Research in Computer Security (ESORICS2012) | September 2012
  
  Publication Project
- Using File Relationships in Malware Classification
  
  Nikos Karampatziakis, Jack W. Stokes, Anil Thomas, Mady Marinescu
  
  Proceedings of Conference on Detection of Intrusions and Malware & Vulnerability Assessment | September 2012
  
  Proceedings of Conference on Detection of Intrusions and Malware & Vulnerability Assessment
  
  Publication Project
- ARROW: GenerAting SignatuRes to Detect DRive-By DOWnloads
  
  Junjie Zhang, Christian Seifert, Jack W. Stokes, Wenke Lee
  
  2011 The Web Conference | March 2011
  
  DOI PDF Project
- WebCop: locating neighborhoods of malware on the web
  
  Jack W. Stokes, Reid Andersen, Christian Seifert, Kumar Chellapilla
  
  2010 USENIX conference on Large-scale exploits and emergent threats | April 2010
  
  PDF Project
- Finding Similar Failures using Callstack Similarity
  
  Kevin Bartz, Jack W. Stokes, John Platt, Ryan Kivett, David Grant, Silviu Calinoiu, Gretchen Loihile
  
  SysML08: Third Workshop on Tackling Computer Systems Problems with Machine Learning Techniques | December 2008
  
  Publication Publication
- Multichannel Acoustic Echo Cancellation in Multiparty Spatial Audio Conferencing with Constrained Kalman Filtering
  
  Zhengyou Zhang, Qin Cai, Jack W. Stokes
  
  11th International Workshop on Acoustic Echo and Noise Control | September 2008
  
  11th International Workshop on Acoustic Echo and Noise Control
  
  Publication Publication Project
- A Large-scale Study of Automated Web Search Traffic
  
  Greg Buehrer, Jack W. Stokes, Kumar Chellapilla
  
  April 2008
  
  Publication Publication Project
- Nonlinear Residual Acoustic Echo Suppression for High Levels of Harmonic Distortion
  
  Diego Bendersky, Jack W. Stokes, Henrique S. Malvar
  
  International Conference on Acoustics, Speech and Signal Processing | April 2008
  
  International Conference on Acoustics, Speech and Signal Processing
  
  Publication Publication Project
- ALADIN: Active Learning for Statistical Intrusion Detection
  
  Jack W. Stokes, John C. Platt, Joseph Kravis, Michael Shilman
  
  Neural Information Processing Systems Workshop on Machine Learning in Adversarial Environments for Computer Security | December 2007
  
  Publication
- Normalized Double-Talk Detection Based on Microphone and AEC Error Cross-Correlation
  
  Mohammad Asif Iqbal, Jack W. Stokes, Steven L. Grant
  
  July 2007
  
  Publication Publication Project
- DoubleTalk Detection using Real-time Recurrent Learning
  
  Mohammad Asif Iqbal, Jack W. Stokes, John Platt, Arun C. Surendran, Steven L. Grant
  
  Proc. 2006 International Workshop on Acoustic Echo and Noise Control | September 2006
  
  Publication
- Acoustic Echo Cancelation for High Noise Environments
  
  Amit Chhetri, Jack W. Stokes, Dinei Florencio
  
  July 2006
  
  Publication Publication Project
- Speaker Identification using a Microphone Array and a Joint HMM with Speech Spectrum and Angle of Arrival
  
  Jack W. Stokes, John Platt, Sumit Basu
  
  July 2006
  
  Publication Publication Project
- Robust RLS with Round Robin Regularization including Application to Stereo Acoustic Echo Cancellation
  
  Jack W. Stokes, John Platt
  
  International Conference on Acoustics, Speech, and Signal Processing | May 2006
  
  Publication Publication Project
- Regression-Based Residual Acoustic Echo Suppression
  
  Amit S. Chhetri, Muktha Ananda, Jack W. Stokes, John C. Platt
  
  International Workshop on Acoustic Echo and Noise Control IWAENC '05, Eindhoven, Netherlands | September 2005
  
  Publication Project
- Acoustic Echo Cancellation with Arbitrary Playback Sampling Rate
  
  Jack W. Stokes, Henrique S. Malvar
  
  May 2004
  
  Publication Publication Project
- Performance Analysis of DS/CDMA Systems with Shadowing and Flat Fading
  
  Jack W. Stokes, James A. Ritcey
  
  Signal Processing | December 2001
  
  Publication
- Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks
  
  Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte, Justin Carroll, Itai Grady
  
  December 2024
  
  Publication Project
- Tracking Adoption of Revocation and Cryptographic Features in X.509 Certificates
  
  Maryam Zulfiqar, Muhammad Umar Janjua, Muhammad Hassan, Talha Ahmad, Tania; Saleem, Jack W. Stokes
  
  International Journal of Information Security | November 2021
  
  Publication
- Designing Indicators to Combat Fake Media
  
  Imani N. Sherman, Elissa M. Redmiles, Jack W. Stokes
  
  October 2020
  
  Publication Project
- Neural Classification of Malicious Scripts: A study with JavaScript and VBScript
  
  Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
  
  May 2018
  
  Publication
- Classification of Automated Web Traffic
  
  Greg Buehrer, Jack W. Stokes, Kumar Chellapilla, John Platt
  
  Weaving Services and People on the World Wide Web | Published by Springer Verlag | 2009 | Weaving Services and People on the World Wide Web edition
  
  Publication Project
- ALADIN: Active Learning of Anomalies to Detect Intrusions
  
  Jack W. Stokes, John Platt, Joseph Kravis, Michael Shilman
  
  MSR-TR-2008-24 | March 2008
  
  Publication Project