Jay Stokes

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

Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks

Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte, Justin Carroll, Itai Grady

May 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 Padé 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

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

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

Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks

Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte, Justin Carroll, Itai Grady

May 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 Padé 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 Padé 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

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

May 2022

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