Jack W. Stokes

68 papers A* 3A 8B 2Misc 14Journal 19Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Are My Optimized Prompts Compromised? Exploring Vulnerabilities of LLM-based Optimizers. EACL (Volume 1: Long Papers) Andrew Zhao, Reshmi Ghosh, Vitor Carvalho, Emily Lawton, Keegan Hines, Gao Huang, Jack W. Stokes
2025	J	`jnl`	Are My Optimized Prompts Compromised? Exploring Vulnerabilities of LLM-based Optimizers. CoRR Andrew Zhao, Reshmi Ghosh, Vitor Carvalho, Emily Lawton, Keegan Hines, Gao Huang, Jack W. Stokes
2025	J	`jnl`	DefenderBench: A Toolkit for Evaluating Language Agents in Cybersecurity Environments. CoRR Chiyu Zhang, Marc-Alexandre Cote, Michael Albada, Anush Sankaran, Jack W. Stokes, Tong Wang, Amir H. Abdi, William Blum, Muhammad Abdul-Mageed
2025	J	`jnl`	Group Preference Alignment: Customized LLM Response Generation from In-Situ Conversations. CoRR Ishani Mondal, Jack W. Stokes, Sujay Kumar Jauhar, Longqi Yang, Mengting Wan, Xiaofeng Xu, Xia Song, Jennifer Neville
2025	—	`conf`	Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed. EMNLP (Industry Track) Ishani Mondal, Jack W. Stokes, Sujay Kumar Jauhar, Longqi Yang, Mengting Wan, Xiaofeng Xu, Xia Song, Jordan Lee Boyd-Graber, Jennifer Neville
2025	A*	`conf`	Heterogeneous Graph Neural Network on Semantic Tree. AAAI Mingyu Guan, Jack W. Stokes, Qinlong Luo, Fuchen Liu, Purvanshi Mehta, Elnaz Nouri, Taesoo Kim
2024	J	`jnl`	AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks. CoRR Jiacen Xu, Jack W. Stokes, Geoff McDonald, Xuesong Bai, David Marshall, Siyue Wang, Adith Swaminathan, Zhou Li
2024	J	`jnl`	HetTree: Heterogeneous Tree Graph Neural Network. CoRR Mingyu Guan, Jack W. Stokes, Qinlong Luo, Fuchen Liu, Purvanshi Mehta, Elnaz Nouri, Taesoo Kim
2024	—	`conf`	Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models. ACL (1) 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
2024	J	`jnl`	Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models. CoRR 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
2024	J	`jnl`	VLMGuard: Defending VLMs against Malicious Prompts via Unlabeled Data. CoRR Xuefeng Du, Reshmi Ghosh, Robert Sim, Ahmed Salem, Vitor Carvalho, Emily Lawton, Yixuan Li, Jack W. Stokes
2022	—	`conf`	I Know Your Triggers: Defending Against Textual Backdoor Attacks with Benign Backdoor Augmentation. MILCOM Yue Gao, Jack W. Stokes, Manoj Ajith Prasad, Andrew T. Marshall, Kassem Fawaz, Emre Kiciman
2022	—	`conf`	Long-Term Study of Honeypots in a Public Cloud. DSN (Supplements) Rakshit Agrawal, Jack W. Stokes, Lukas Rist, Ryan Littlefield, Xun Fan, Ken Hollis, Zane Coppedge, Noah Chesterman, Christian Seifert
2022	J	`jnl`	Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks. CoRR Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte, Justin Carroll, Itai Grady
2022	J	`jnl`	Tracking adoption of revocation and cryptographic features in X.509 certificates. Int. J. Inf. Sec. Maryam Zulfiqar, Muhammad Umar Janjua, Muhammad Hassan, Talha Ahmad, Tania Saleem, Jack W. Stokes
2021	A	`conf`	AMP: authentication of media via provenance. MMSys 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
2021	—	`conf`	Beyond $L_{p}$ Norms: Delving Deeper into Robustness to Physical Image Transformations. MILCOM Vikash Sehwag, Jack W. Stokes, Cha Zhang
2021	A	`conf`	Designing Media Provenance Indicators to Combat Fake Media. RAID Imani N. Sherman, Jack W. Stokes, Elissa M. Redmiles
2021	Misc	`conf`	Detection Of Malicious DNS and Web Servers using Graph-Based Approaches. ICASSP Jinyuan Jia, Zheng Dong, Jie Li, Jack W. Stokes
2021	A	`conf`	Living-Off-The-Land Command Detection Using Active Learning. RAID Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
2021	J	`jnl`	Living-Off-The-Land Command Detection Using Active Learning. CoRR Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
2021	—	`conf`	Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance. MILCOM Jack W. Stokes, Paul England, Kevin Kane
2021	J	`jnl`	Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance. CoRR Jack W. Stokes, Paul England, Kevin Kane
2021	—	`conf`	URLTran: Improving Phishing URL Detection Using Transformers. MILCOM Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
2021	J	`jnl`	URLTran: Improving Phishing URL Detection Using Transformers. CoRR Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
2020	J	`jnl`	AMP: Authentication of Media via Provenance. CoRR Paul England, Henrique S. Malvar, Eric Horvitz, Jack W. Stokes, Cédric Fournet, Amaury Chamayou, Sylvan Clebsch, Manuel Costa, Shabnam Erfani, Kevin Kane, Alex Shamis
2020	A*	`conf`	Actor Critic Deep Reinforcement Learning for Neural Malware Control. AAAI Yu Wang, Jack W. Stokes, Mady Marinescu
2020	J	`jnl`	Designing Indicators to Combat Fake Media. CoRR Imani N. Sherman, Elissa M. Redmiles, Jack W. Stokes
2020	Misc	`conf`	Detection of Malicious Vbscript Using Static and Dynamic Analysis with Recurrent Deep Learning. ICASSP Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
2020	Misc	`conf`	Privacy-Preserving Phishing Web Page Classification Via Fully Homomorphic Encryption. ICASSP Edward J. Chou, Arun Gururajan, Kim Laine, Nitin Kumar Goel, Anna Bertiger, Jack W. Stokes
2020	Misc	`conf`	PrivateEye: Scalable and Privacy-Preserving Compromise Detection in the Cloud. NSDI Behnaz Arzani, Selim Ciraci, Stefan Saroiu, Alec Wolman, Jack W. Stokes, Geoff Outhred, Lechao Diwu
2020	Misc	`conf`	Texception: A Character/Word-Level Deep Learning Model for Phishing URL Detection. ICASSP Farid Tajaddodianfar, Jack W. Stokes, Arun Gururajan
2019	Misc	`conf`	Attention in Recurrent Neural Networks for Ransomware Detection. ICASSP Rakshit Agrawal, Jack W. Stokes, Karthik Selvaraj, Mady Marinescu
2019	Misc	`conf`	Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback. ICASSP Md Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll
2019	—	`conf`	Detection of Prevalent Malware Families with Deep Learning. MILCOM Jack W. Stokes, Christian Seifert, Jerry Li, Nizar Hejazi
2019	—	`conf`	Neural Malware Control with Deep Reinforcement Learning. MILCOM Yu Wang, Jack W. Stokes, Mady Marinescu
2019	—	`conf`	ScriptNet: Neural Static Analysis for Malicious JavaScript Detection. MILCOM Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew J. Hausknecht
2019	J	`jnl`	ScriptNet: Neural Static Analysis for Malicious JavaScript Detection. CoRR Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew J. Hausknecht
2018	—	`conf`	Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models. MILCOM Jack W. Stokes, De Wang, Mady Marinescu, Marc Marino, Brian Bussone
2018	—	`conf`	Latte: Large-Scale Lateral Movement Detection. MILCOM Qingyun Liu, Jack W. Stokes, Rob Mead, Tim Burrell, Ian Hellen, John Lambert, Andrey Marochko, Weidong Cui
2018	J	`jnl`	Neural Classification of Malicious Scripts: A study with JavaScript and VBScript. CoRR Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
2018	Misc	`conf`	Neural Sequential Malware Detection with Parameters. ICASSP Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018	—	`conf`	Robust Neural Malware Detection Models for Emulation Sequence Learning. MILCOM Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018	J	`jnl`	Robust Neural Malware Detection Models for Emulation Sequence Learning. CoRR Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2017	J	`jnl`	Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Classification Models. CoRR Jack W. Stokes, De Wang, Mady Marinescu, Marc Marino, Brian Bussone
2017	—	`conf`	Hierarchical learning for automated malware classification. MILCOM Shayok Chakraborty, Jack W. Stokes, Lin Xiao, Dengyong Zhou, Mady Marinescu, Anil Thomas
2017	Misc	`conf`	Malware classification with LSTM and GRU language models and a character-level CNN. ICASSP Ben Athiwaratkun, Jack W. Stokes
2016	Misc	`conf`	Asking for a second opinion: Re-querying of noisy multi-class labels. ICASSP Jack W. Stokes, Ashish Kapoor, Debajyoti Ray
2016	—	`conf`	MART: Targeted attack detection on a compromised network. MILCOM Jack W. Stokes, Himanshu Chandola, Christian Seifert, Tim Burrell
2016	B	`conf`	MtNet: A Multi-Task Neural Network for Dynamic Malware Classification. DIMVA Wenyi Huang, Jack W. Stokes
2015	Misc	`conf`	Malware classification with recurrent networks. ICASSP Razvan Pascanu, Jack W. Stokes, Hermineh Sanossian, Mady Marinescu, Anil Thomas
2013	A	`conf`	Detecting malicious landing pages in Malware Distribution Networks. DSN Gang Wang, Jack W. Stokes, Cormac Herley, David Felstead
2013	Misc	`conf`	Large-scale malware classification using random projections and neural networks. ICASSP George E. Dahl, Jack W. Stokes, Li Deng, Dong Yu
2013	Misc	`conf`	Robust scareware image detection. ICASSP Christian Seifert, Jack W. Stokes, Christina Colcernian, John C. Platt, Long Lu
2012	A	`conf`	Scalable Telemetry Classification for Automated Malware Detection. ESORICS Jack W. Stokes, John C. Platt, Helen J. Wang, Joe Faulhaber, Jonathan Keller, Mady Marinescu, Anil Thomas, Marius Gheorghescu
2012	B	`conf`	Using File Relationships in Malware Classification. DIMVA Nikos Karampatziakis, Jack W. Stokes, Anil Thomas, Mady Marinescu
2011	A*	`conf`	ARROW: GenerAting SignatuRes to Detect DRive-By DOWnloads. WWW Junjie Zhang, Christian Seifert, Jack W. Stokes, Wenke Lee
2010	—	`conf`	WebCop: Locating Neighborhoods of Malware on the Web. LEET Jack W. Stokes, Reid Andersen, Christian Seifert, Kumar Chellapilla
2008	—	`conf`	A large-scale study of automated web search traffic. AIRWeb Gregory Buehrer, Jack W. Stokes, Kumar Chellapilla
2008	—	`conf`	Classification of Automated Search Traffic. Weaving Services and People on the World Wide Web Gregory Buehrer, Jack W. Stokes, Kumar Chellapilla, John C. Platt
2008	—	`conf`	Finding Similar Failures Using Callstack Similarity. SysML Kevin Bartz, Jack W. Stokes, John C. Platt, Ryan Kivett, David Grant, Silviu Calinoiu, Gretchen Loihle
2008	Misc	`conf`	Nonlinear residual acoustic echo suppression for high levels of harmonic distortion. ICASSP Diego A. Bendersky, Jack W. Stokes, Henrique S. Malvar
2007	A	`conf`	Normalized Double-Talk Detection Based on Microphone and AEC Error Cross-Correlation. ICME Asif Iqbal Mohammad, Jack W. Stokes, Steven L. Grant
2006	A	`conf`	Acoustic Echo Cancelation for High Noise Environments. ICME Amit Chhetri, Jack W. Stokes, Dinei A. F. Florêncio
2006	—	`conf`	Robust Rls with Round Robin Regularization Including Application to Stereo Acoustic Echo Cancellation. ICASSP (3) Jack W. Stokes, John C. Platt
2006	A	`conf`	Speaker Identification using a Microphone Array and a Joint HMM with Speech Spectrum and Angle of Arrival. ICME Jack W. Stokes, John C. Platt, Sumit Basu
2004	—	`conf`	Acoustic echo cancellation with arbitrary playback sampling rate. ICASSP (4) Jack W. Stokes, Henrique S. Malvar
2001	J	`jnl`	Performance analysis of DS/CDMA systems with shadowing and flat fading. Signal Process. Jack W. Stokes, James A. Ritcey