Jack W. Stokes

Microsoft (Finland) — Finland

Computer Science · Physical Sciences

21h-index2.3kcitations95works2.02yr avg
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Research Topics

Advanced Malware Detection Techniques(39), Network Security and Intrusion Detection(30), Spam and Phishing Detection(17), Anomaly Detection Techniques and Applications(13), Space Exploration and Technology(11)

Publications95 total

DefenderBench: A Toolkit for Evaluating Language Agents in Cybersecurity Environments
arXiv (Cornell University)·2025Open Access
Heterogeneous Graph Neural Network on Semantic Tree
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Group Preference Alignment: Customizing LLM Responses from In-Situ Conversations Only When Needed
2025Open Access
VLMGuard: Defending VLMs against Malicious Prompts via Unlabeled Data
arXiv (Cornell University)·2024Open Access
Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks
Advances in information security·2024
Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models
arXiv (Cornell University)·2024Open Access
AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks
arXiv (Cornell University)·2024· 11 citedOpen Access
Heterogeneous Graph Neural Network on Semantic Tree
arXiv (Cornell University)·2024Open Access
Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models
2024· 7 citedOpen Access
I Know Your Triggers: Defending Against Textual Backdoor Attacks with Benign Backdoor Augmentation
MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)·2022· 1 cited
Long-Term Study of Honeypots in a Public Cloud
2022· 2 cited
Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks
arXiv (Cornell University)·2022· 2 citedOpen Access
URLTran: Improving Phishing URL Detection Using Transformers
MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM)·2021· 7 citedOpen Access
Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM)·2021· 1 citedOpen Access
Beyond $L_{p}$ Norms: Delving Deeper into Robustness to Physical Image Transformations
MILCOM 2021 - 2021 IEEE Military Communications Conference (MILCOM)·2021
Tracking adoption of revocation and cryptographic features in X.509 certificates
International Journal of Information Security·2021· 5 cited
Living-Off-The-Land Command Detection Using Active Learning
2021· 24 citedOpen Access
Designing Media Provenance Indicators to Combat Fake Media
2021· 21 cited
AMP
2021· 16 citedOpen Access
Preventing Machine Learning Poisoning Attacks Using Authentication and\n Provenance
arXiv (Cornell University)·2021Open Access
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Frequent Co-authors

Mady Marinescu(11), John Platt(9), Christian Seifert(6), Rakshit Agrawal(6), Karthik Selvaraj(4), Kumar Chellapilla(4), H.S. Malvar(4), Anil Thomas(3), Farid Tajaddodianfar(3), Arun Gururajan(3), Greg Buehrer(3), Elissa M. Redmiles(3), Geoff McDonald(3), Joshua Neil(2), Reid Andersen(2), Marc Marino(2), Brian Bussone(2), Steven L. Grant(2), Yu Wang(2), Eric Horvitz(2)