PM
Patrick McDaniel
cs.CRcs.LGstat.MLcs.AIcs.CVcs.NEcs.CYcs.OScs.PLcs.SE
On Valency
published · living versionsW_ez3a9a2w·v1 · currentpublished
Transferability in Machine Learning: from Phenomena to Black-Box Attacks using Adversarial Samples
with Nicolas Papernot, Ian Goodfellow
1 version
Preprints & journals
70 papers in the corpus · 2014–2026Technical Report: The Need for a (Research) Sandstorm through the Privacy Sandbox2512.03207v2 · Yohan Beugin, Patrick McDaniel2025 · 0 citationsarXiv
MESA: Prioritizing Vulnerable Communication Channels for Securing Multi-Agent Systems2606.30602v1 · Kunyang Li, Kyle Domico, Jonathan Gregory et al.2026 · 0 citationsarXiv
Adversarial Agents: Black-Box Evasion Attacks with Reinforcement Learning2503.01734v3 · Kyle Domico, Jean-Charles Noirot Ferrand, Ryan Sheatsley et al.2025 · 1 citationarXiv
Soteria: Automated IoT Safety and Security Analysis1805.08876v1 · Z. Berkay Celik, Patrick McDaniel, Gang Tan2018 · 168 citationsarXiv
Longitudinal Analyses of SAST Tools: A CodeQL Case Study2605.07900v1 · Jean-Charles Noirot Ferrand, Kyle Domico, Yohan Beugin et al.2026 · 0 citationsarXiv
It's a Feature, Not a Bug: Secure and Auditable State Rollback for Confidential Cloud Applications2511.13641v2 · Quinn Burke, Anjo Vahldiek-Oberwagner, Michael Swift et al.2025 · 1 citationarXiv
Targeting Alignment: Extracting Safety Classifiers of Aligned LLMs2501.16534v5 · Jean-Charles Noirot Ferrand, Yohan Beugin, Eric Pauley et al.2025 · 0 citationsarXiv
LibIHT: A Hardware-Based Approach to Efficient and Evasion-Resistant Dynamic Binary Analysis2510.16251v1 · Changyu Zhao, Yohan Beugin, Jean-Charles Noirot Ferrand et al.2025 · 0 citationsarXiv
A Practical Guideline and Taxonomy to LLVM's Control Flow Integrity2508.15386v1 · Sabine Houy, Bruno Kreyssig, Timothee Riom et al.2025 · 0 citationsarXiv
Alignment and Adversarial Robustness: Are More Human-Like Models More Secure?2502.12377v2 · Blaine Hoak, Kunyang Li, Patrick McDaniel2025 · 0 citationsarXiv
On the Robustness Tradeoff in Fine-Tuning2503.14836v2 · Kunyang Li, Jean-Charles Noirot Ferrand, Ryan Sheatsley et al.2025 · 2 citationsarXiv
Efficient Storage Integrity in Adversarial Settings2504.07041v1 · Quinn Burke, Ryan Sheatsley, Yohan Beugin et al.2025 · 0 citationsarXiv
Deserialization Gadget Chains are not a Pathological Problem in Android:an In-Depth Study of Java Gadget Chains in AOSP2502.08447v1 · Bruno Kreyssig, Timoth'ee Riom, Sabine Houy et al.2025 · 2 citationsarXiv
Err on the Side of Texture: Texture Bias on Real Data2412.10597v2 · Blaine Hoak, Ryan Sheatsley, Patrick McDaniel2024 · 2 citationsarXiv
On Scalable Integrity Checking for Secure Cloud Disks2405.03830v3 · Quinn Burke, Ryan Sheatsley, Rachel King et al.2024 · 0 citationsarXiv
Securing Cloud File Systems with Trusted Execution2305.18639v3 · Quinn Burke, Yohan Beugin, Blaine Hoak et al.2023 · 6 citationsarXiv
Secure IP Address Allocation at Cloud Scale2210.14999v2 · Eric Pauley, Kyle Domico, Blaine Hoak et al.2022 · 4 citationsarXiv
ParTEETor: A System for Partial Deployments of TEEs within Tor2408.14646v1 · Rachel King, Quinn Burke, Yohan Beugin et al.2024 · 0 citationsarXiv
A Public and Reproducible Assessment of the Topics API on Real Data2403.19577v3 · Yohan Beugin, Patrick McDaniel2024 · 4 citationsarXiv
Explorations in Texture Learning2403.09543v1 · Blaine Hoak, Patrick McDaniel2024 · 0 citationsarXiv
A New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems2402.18649v1 · Fangzhou Wu, Ning Zhang, Somesh Jha et al.2024 · 17 citationsarXiv
Characterizing the Modification Space of Signature IDS Rules2402.09644v1 · Ryan Guide, Eric Pauley, Yohan Beugin et al.2024 · 1 citationarXiv
Verifiable Sustainability in Data Centers2307.11993v3 · Syed Rafiul Hussain, Patrick McDaniel, Anshul Gandhi et al.2023 · 8 citationsarXiv
The Efficacy of Transformer-based Adversarial Attacks in Security Domains2310.11597v1 · Kunyang Li, Kyle Domico, Jean-Charles Noirot Ferrand et al.2023 · 6 citationsarXiv
Systematic Evaluation of Geolocation Privacy Mechanisms2309.06263v1 · Alban H'eon, Ryan Sheatsley, Quinn Burke et al.2023 · 1 citationarXiv
Interest-disclosing Mechanisms for Advertising are Privacy-Exposing (not Preserving)2306.03825v2 · Yohan Beugin, Patrick McDaniel2023 · 4 citationsarXiv
The Space of Adversarial Strategies2209.04521v2 · Ryan Sheatsley, Blaine Hoak, Eric Pauley et al.2022 · 3 citationsarXiv
Secure and Trustworthy Computing 2.0 Vision Statement2308.00623v1 · Patrick McDaniel, Farinaz Koushanfar2023 · 3 citationsarXiv
Measuring and Mitigating the Risk of IP Reuse on Public Clouds2204.05122v1 · Eric Pauley, Ryan Sheatsley, Blaine Hoak et al.2022 · 12 citationsarXiv
Adversarial Examples in Constrained Domains2011.01183v3 · Ryan Sheatsley, Nicolas Papernot, Michael Weisman et al.2020 · 4 citationsarXiv
Privacy-Preserving Protocols for Smart Cameras and Other IoT Devices2208.09776v1 · Yohan Beugin, Quinn Burke, Blaine Hoak et al.2022 · 1 citationarXiv
Adversarial Plannning2205.00566v1 · Valentin Vie, Ryan Sheatsley, Sophia Beyda et al.2022 · 0 citationsarXiv
A Machine Learning and Computer Vision Approach to Geomagnetic Storm Forecasting2204.05780v1 · Kyle Domico, Ryan Sheatsley, Yohan Beugin et al.2022 · 3 citationsarXiv
Generating Practical Adversarial Network Traffic Flows Using NIDSGAN2203.06694v1 · Bolor-Erdene Zolbayar, Ryan Sheatsley, Patrick McDaniel et al.2022 · 6 citationsarXiv
HoneyModels: Machine Learning Honeypots2202.10309v1 · Ahmed Abdou, Ryan Sheatsley, Yohan Beugin et al.2022 · 7 citationsarXiv
Improving Radioactive Material Localization by Leveraging Cyber-Security Model Optimizations2202.10387v1 · Ryan Sheatsley, Matthew Durbin, Azaree Lintereur et al.2022 · 12 citationsarXiv
Building a Privacy-Preserving Smart Camera System2201.09338v1 · Yohan Beugin, Quinn Burke, Blaine Hoak et al.2022 · 12 citationsPoPETS (Proceedings on Privacy Enhancing Technologies Symposium) 2022
On the Robustness of Domain Constraints2105.08619v2 · Ryan Sheatsley, Blaine Hoak, Eric Pauley et al.2021 · 30 citationsarXiv
MLSNet: A Policy Complying Multilevel Security Framework for Software Defined Networking2009.10021v1 · Stefan Achleitner, Quinn Burke, Patrick McDaniel et al.2020 · 13 citationsarXiv
KRATOS: Multi-User Multi-Device-Aware Access Control System for the Smart Home1911.10186v2 · Amit Kumar Sikder, Leonardo Babun, Z. Berkay Celik et al.2019 · 16 citationsarXiv
Computational-Experimental Investigation of a Fission Thermal Probe in TREAT2005.00521v1 · Nima Fathi, Patrick McDaniel, Nicolas Woolstenhulme et al.2020 · 0 citationsarXiv
Ensemble Adversarial Training: Attacks and Defenses1705.07204v5 · Florian Tramer, Alexey Kurakin, Nicolas Papernot et al.2017 · 2,380 citationsarXiv
IoTRepair: Systematically Addressing Device Faults in Commodity IoT (Extended Paper)2002.07641v1 · Michael Norris, Berkay Celik, Patrick McDaniel et al.2020 · 0 citationsarXiv
Real-time Analysis of Privacy-(un)aware IoT Applications1911.10461v1 · Leonardo Babun, Z. Berkay Celik, Patrick McDaniel et al.2019 · 54 citationsarXiv
How Relevant is the Turing Test in the Age of Sophisbots?1909.00056v1 · Dan Boneh, Andrew J. Grotto, Patrick McDaniel et al.2019 · 29 citationsarXiv
Curie: Policy-based Secure Data Exchange1702.08342v3 · Z. Berkay Celik, Hidayet Aksu, Abbas Acar et al.2017 · 3 citationsarXiv
Program Analysis of Commodity IoT Applications for Security and Privacy: Challenges and Opportunities1809.06962v3 · Z. Berkay Celik, Earlence Fernandes, Eric Pauley et al.2018 · 37 citationsarXiv
More or Less? Predict the Social Influence of Malicious URLs on Social Media1812.02978v1 · Chun-Ming Lai, Xiaoyun Wang, Jon W. Chapman et al.2018 · 0 citationsarXiv
Regulating Access to System Sensors in Cooperating Programs1808.05579v1 · Giuseppe Petracca, Jens Grossklags, Patrick McDaniel et al.2018 · 0 citationsarXiv
Technical Report on the CleverHans v2.1.0 Adversarial Examples Library1610.00768v6 · Nicolas Papernot, Fartash Faghri, Nicholas Carlini et al.2016 · 401 citationsarXiv
Career total: 397 works. 70 are in this corpus.Showing the 50 most recent.
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