Jack W. Stokes

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 43

Top Topics

Malware Detection

Homomorphic Encryption

Top Venues

Publications

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 J. Hecht, Jaime Teevan
Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models. CoRR (2024)
Mingyu Guan, Jack W. Stokes, Qinlong Luo, Fuchen Liu, Purvanshi Mehta, Elnaz Nouri, Taesoo Kim
HetTree: Heterogeneous Tree Graph Neural Network. CoRR (2024)
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 J. Hecht, Jaime Teevan
Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models. ACL (1) (2024)
Jiacen Xu, Jack W. Stokes, Geoff McDonald, Xuesong Bai, David Marshall, Siyue Wang, Adith Swaminathan, Zhou Li
AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks. CoRR (2024)
Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte, Justin Carroll, Itai Grady
Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks. CoRR (2022)
Yue Gao, Jack W. Stokes, Manoj Ajith Prasad, Andrew T. Marshall, Kassem Fawaz, Emre Kiciman
I Know Your Triggers: Defending Against Textual Backdoor Attacks with Benign Backdoor Augmentation. MILCOM (2022)
Rakshit Agrawal, Jack W. Stokes, Lukas Rist, Ryan Littlefield, Xun Fan, Ken Hollis, Zane Coppedge, Noah Chesterman, Christian Seifert
Long-Term Study of Honeypots in a Public Cloud. DSN (Supplements) (2022)
Maryam Zulfiqar, Muhammad Umar Janjua, Muhammad Hassan, Talha Ahmad, Tania Saleem, Jack W. Stokes
Tracking adoption of revocation and cryptographic features in X.509 certificates. Int. J. Inf. Sec. 21 (3) (2022)
Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
Living-Off-The-Land Command Detection Using Active Learning. RAID (2021)
Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
Living-Off-The-Land Command Detection Using Active Learning. CoRR (2021)
Vikash Sehwag, Jack W. Stokes, Cha Zhang
Beyond $L_{p}$ Norms: Delving Deeper into Robustness to Physical Image Transformations. MILCOM (2021)
Jack W. Stokes, Paul England, Kevin Kane
Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance. CoRR (2021)
Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
URLTran: Improving Phishing URL Detection Using Transformers. CoRR (2021)
Jack W. Stokes, Paul England, Kevin Kane
Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance. MILCOM (2021)
Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
URLTran: Improving Phishing URL Detection Using Transformers. MILCOM (2021)
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, John C. Simmons, Sam Wenker, Anika Zaman
AMP: authentication of media via provenance. MMSys (2021)
Jinyuan Jia, Zheng Dong, Jie Li, Jack W. Stokes
Detection Of Malicious DNS and Web Servers using Graph-Based Approaches. ICASSP (2021)
Imani N. Sherman, Jack W. Stokes, Elissa M. Redmiles
Designing Media Provenance Indicators to Combat Fake Media. RAID (2021)
Imani N. Sherman, Elissa M. Redmiles, Jack W. Stokes
Designing Indicators to Combat Fake Media. CoRR (2020)
Edward J. Chou, Arun Gururajan, Kim Laine, Nitin Kumar Goel, Anna Bertiger, Jack W. Stokes
Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption. ICASSP (2020)
Yu Wang, Jack W. Stokes, Mady Marinescu
Actor Critic Deep Reinforcement Learning for Neural Malware Control. AAAI (2020)
Paul England, Henrique S. Malvar, Eric Horvitz, Jack W. Stokes, Cédric Fournet, Amaury Chamayou, Sylvan Clebsch, Manuel Costa, Shabnam Erfani, Kevin Kane, Alex Shamis
AMP: Authentication of Media via Provenance. CoRR (2020)
Behnaz Arzani, Selim Ciraci, Stefan Saroiu, Alec Wolman, Jack W. Stokes, Geoff Outhred, Lechao Diwu
PrivateEye: Scalable and Privacy-Preserving Compromise Detection in the Cloud. NSDI (2020)
Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
Detection of Malicious Vbscript Using Static and Dynamic Analysis with Recurrent Deep Learning. ICASSP (2020)
Farid Tajaddodianfar, Jack W. Stokes, Arun Gururajan
Texception: A Character/Word-Level Deep Learning Model for Phishing URL Detection. ICASSP (2020)
Rakshit Agrawal, Jack W. Stokes, Karthik Selvaraj, Mady Marinescu
Attention in Recurrent Neural Networks for Ransomware Detection. ICASSP (2019)
Yu Wang, Jack W. Stokes, Mady Marinescu
Neural Malware Control with Deep Reinforcement Learning. MILCOM (2019)
Jack W. Stokes, Christian Seifert, Jerry Li, Nizar Hejazi
Detection of Prevalent Malware Families with Deep Learning. MILCOM (2019)
Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew J. Hausknecht
ScriptNet: Neural Static Analysis for Malicious JavaScript Detection. CoRR (2019)
Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew J. Hausknecht
ScriptNet: Neural Static Analysis for Malicious JavaScript Detection. MILCOM (2019)
Md Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll
Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback. ICASSP (2019)
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
Robust Neural Malware Detection Models for Emulation Sequence Learning. MILCOM (2018)
Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
Neural Classification of Malicious Scripts: A study with JavaScript and VBScript. CoRR (2018)
Jack W. Stokes, De Wang, Mady Marinescu, Marc Marino, Brian Bussone
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models. MILCOM (2018)
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
Robust Neural Malware Detection Models for Emulation Sequence Learning. CoRR (2018)
Qingyun Liu, Jack W. Stokes, Rob Mead, Tim Burrell, Ian Hellen, John Lambert, Andrey Marochko, Weidong Cui
Latte: Large-Scale Lateral Movement Detection. MILCOM (2018)
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
Neural Sequential Malware Detection with Parameters. ICASSP (2018)
Shayok Chakraborty, Jack W. Stokes, Lin Xiao, Dengyong Zhou, Mady Marinescu, Anil Thomas
Hierarchical learning for automated malware classification. MILCOM (2017)
Ben Athiwaratkun, Jack W. Stokes
Malware classification with LSTM and GRU language models and a character-level CNN. ICASSP (2017)
Jack W. Stokes, De Wang, Mady Marinescu, Marc Marino, Brian Bussone
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Classification Models. CoRR (2017)
Jack W. Stokes, Himanshu Chandola, Christian Seifert, Tim Burrell
MART: Targeted attack detection on a compromised network. MILCOM (2016)
Jack W. Stokes, Ashish Kapoor, Debajyoti Ray
Asking for a second opinion: Re-querying of noisy multi-class labels. ICASSP (2016)
Wenyi Huang, Jack W. Stokes
MtNet: A Multi-Task Neural Network for Dynamic Malware Classification. DIMVA (2016)
Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, Mady Marinescu, Anil Thomas
Malware classification with recurrent networks. ICASSP (2015)
Gang Wang, Jack W. Stokes, Cormac Herley, David Felstead
Detecting malicious landing pages in Malware Distribution Networks. DSN (2013)
Christian Seifert, Jack W. Stokes, Christina Colcernian, John C. Platt, Long Lu
Robust scareware image detection. ICASSP (2013)
George E. Dahl, Jack W. Stokes, Li Deng, Dong Yu
Large-scale malware classification using random projections and neural networks. ICASSP (2013)
Jack W. Stokes, John C. Platt, Helen J. Wang, Joe Faulhaber, Jonathan Keller, Mady Marinescu, Anil Thomas, Marius Gheorghescu
Scalable Telemetry Classification for Automated Malware Detection. ESORICS (2012)
Nikos Karampatziakis, Jack W. Stokes, Anil Thomas, Mady Marinescu
Using File Relationships in Malware Classification. DIMVA (2012)
Junjie Zhang, Christian Seifert, Jack W. Stokes, Wenke Lee
ARROW: GenerAting SignatuRes to Detect DRive-By DOWnloads. WWW (2011)
Jack W. Stokes, Reid Andersen, Christian Seifert, Kumar Chellapilla
WebCop: Locating Neighborhoods of Malware on the Web. LEET (2010)
Kevin Bartz, Jack W. Stokes, John C. Platt, Ryan Kivett, David Grant, Silviu Calinoiu, Gretchen Loihle
Finding Similar Failures Using Callstack Similarity. SysML (2008)
Diego A. Bendersky, Jack W. Stokes, Henrique S. Malvar
Nonlinear residual acoustic echo suppression for high levels of harmonic distortion. ICASSP (2008)
Gregory Buehrer, Jack W. Stokes, Kumar Chellapilla, John C. Platt
Classification of Automated Search Traffic. Weaving Services and People on the World Wide Web (2008)
Gregory Buehrer, Jack W. Stokes, Kumar Chellapilla
A large-scale study of automated web search traffic. AIRWeb (2008)
Asif Iqbal Mohammad, Jack W. Stokes, Steven L. Grant
Normalized Double-Talk Detection Based on Microphone and AEC Error Cross-Correlation. ICME (2007)
Amit Chhetri, Jack W. Stokes, Dinei A. F. Florêncio
Acoustic Echo Cancelation for High Noise Environments. ICME (2006)
Jack W. Stokes, John C. Platt, Sumit Basu
Speaker Identification using a Microphone Array and a Joint HMM with Speech Spectrum and Angle of Arrival. ICME (2006)
Jack W. Stokes, John C. Platt
Robust Rls with Round Robin Regularization Including Application to Stereo Acoustic Echo Cancellation. ICASSP (3) (2006)
Jack W. Stokes, Henrique S. Malvar
Acoustic echo cancellation with arbitrary playback sampling rate. ICASSP (4) (2004)
Jack W. Stokes, James A. Ritcey
Performance analysis of DS/CDMA systems with shadowing and flat fading. Signal Process. 81 (12) (2001)