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Patrick D. McDaniel
Patrick Drew McDaniel
Person information
- affiliation: University of Wisconsin-Madison, WI, USA
- affiliation (former): Pennsylvania State University, School of Electrical Engineering and Computer Science
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2020 – today
- 2024
- [j57]Yohan Beugin, Patrick D. McDaniel:
Interest-disclosing Mechanisms for Advertising are Privacy-Exposing (not Preserving). Proc. Priv. Enhancing Technol. 2024(1): 41-57 (2024) - [j56]Mingli Yu, Quinn K. Burke, Thomas F. La Porta, Patrick D. McDaniel:
Stealthy Misreporting Attacks Against Load Balancing. IEEE/ACM Trans. Netw. 32(4): 3622-3635 (2024) - [c163]Blaine Hoak, Patrick D. McDaniel:
Explorations in Texture Learning. Tiny Papers @ ICLR 2024 - [c162]Yohan Beugin, Patrick D. McDaniel:
A Public and Reproducible Assessment of the Topics API on Real Data. SP (Workshops) 2024: 1-8 - [i56]Ryan Guide, Eric Pauley, Yohan Beugin, Ryan Sheatsley, Patrick D. McDaniel:
Characterizing the Modification Space of Signature IDS Rules. CoRR abs/2402.09644 (2024) - [i55]Fangzhou Wu, Ning Zhang, Somesh Jha, Patrick D. McDaniel, Chaowei Xiao:
A New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems. CoRR abs/2402.18649 (2024) - [i54]Blaine Hoak, Patrick D. McDaniel:
Explorations in Texture Learning. CoRR abs/2403.09543 (2024) - [i53]Yohan Beugin, Patrick D. McDaniel:
A Public and Reproducible Assessment of the Topics API on Real Data. CoRR abs/2403.19577 (2024) - [i52]Quinn Burke, Ryan Sheatsley, Rachel King, Michael Swift, Patrick D. McDaniel:
Cloud Storage Integrity at Scale: A Case for Dynamic Hash Trees. CoRR abs/2405.03830 (2024) - [i51]Rachel King, Quinn Burke, Yohan Beugin, Blaine Hoak, Kunyang Li, Eric Pauley, Ryan Sheatsley, Patrick D. McDaniel:
ParTEETor: A System for Partial Deployments of TEEs within Tor. CoRR abs/2408.14646 (2024) - 2023
- [j55]Quinn Burke, Patrick D. McDaniel, Thomas La Porta, Mingli Yu, Ting He:
Misreporting Attacks Against Load Balancers in Software-Defined Networking. Mob. Networks Appl. 28(4): 1482-1497 (2023) - [j54]Tian Xie, Sanchal Thakkar, Ting He, Patrick D. McDaniel, Quinn Burke:
Joint Caching and Routing in Cache Networks With Arbitrary Topology. IEEE Trans. Parallel Distributed Syst. 34(8): 2237-2250 (2023) - [j53]Ya Xiao, Wenjia Song, Jingyuan Qi, Bimal Viswanath, Patrick D. McDaniel, Danfeng Yao:
Specializing Neural Networks for Cryptographic Code Completion Applications. IEEE Trans. Software Eng. 49(6): 3524-3535 (2023) - [c161]Tian Xie, Sanchal Thakkar, Ting He, Novella Bartolini, Patrick D. McDaniel:
Host-Based Flow Table Size Inference in Multi-Hop SDN. GLOBECOM 2023: 25-30 - [c160]Eric Pauley, Paul Barford, Patrick D. McDaniel:
The CVE Wayback Machine: Measuring Coordinated Disclosure from Exploits against Two Years of Zero-Days. IMC 2023: 236-252 - [c159]Kunyang Li, Kyle Domico, Jean-Charles Noirot Ferrand, Patrick D. McDaniel:
The Efficacy of Transformer-based Adversarial Attacks in Security Domains. MILCOM 2023: 13-18 - [c158]Ryan Guide, Eric Pauley, Yohan Beugin, Ryan Sheatsley, Patrick D. McDaniel:
Characterizing the Modification Space of Signature IDS Rules. MILCOM 2023: 536-541 - [c157]Mingli Yu, Quinn K. Burke, Thomas La Porta, Patrick D. McDaniel:
mMLSnet: Multilevel Security Network with Mobility. MILCOM 2023: 821-826 - [c156]Ryan Sheatsley, Blaine Hoak, Eric Pauley, Patrick D. McDaniel:
The Space of Adversarial Strategies. USENIX Security Symposium 2023: 3745-3761 - [c155]Eric Pauley, Paul Barford, Patrick D. McDaniel:
DScope: A Cloud-Native Internet Telescope. USENIX Security Symposium 2023: 5989-6006 - [i50]Quinn Burke, Yohan Beugin, Blaine Hoak, Rachel King, Eric Pauley, Ryan Sheatsley, Mingli Yu, Ting He, Thomas La Porta, Patrick D. McDaniel:
Securing Cloud File Systems using Shielded Execution. CoRR abs/2305.18639 (2023) - [i49]Yohan Beugin, Patrick D. McDaniel:
Interest-disclosing Mechanisms for Advertising are Privacy-Exposing (not Preserving). CoRR abs/2306.03825 (2023) - [i48]Syed Rafiul Hussain, Patrick D. McDaniel, Anshul Gandhi, Kanad Ghose, Kartik Gopalan, Dongyoon Lee, Yu David Liu, Zhenhua Liu, Shuai Mu, Erez Zadok:
Verifiable Sustainability in Data Centers. CoRR abs/2307.11993 (2023) - [i47]Alban Héon, Ryan Sheatsley, Quinn Burke, Blaine Hoak, Eric Pauley, Yohan Beugin, Patrick D. McDaniel:
Systematic Evaluation of Geolocation Privacy Mechanisms. CoRR abs/2309.06263 (2023) - [i46]Kunyang Li, Kyle Domico, Jean-Charles Noirot Ferrand, Patrick D. McDaniel:
The Efficacy of Transformer-based Adversarial Attacks in Security Domains. CoRR abs/2310.11597 (2023) - 2022
- [j52]Ryan Sheatsley, Nicolas Papernot, Michael J. Weisman, Gunjan Verma, Patrick D. McDaniel:
Adversarial examples for network intrusion detection systems. J. Comput. Secur. 30(5): 727-752 (2022) - [j51]Yohan Beugin, Quinn Burke, Blaine Hoak, Ryan Sheatsley, Eric Pauley, Gang Tan, Syed Rafiul Hussain, Patrick D. McDaniel:
Building a Privacy-Preserving Smart Camera System. Proc. Priv. Enhancing Technol. 2022(2): 25-46 (2022) - [j50]Michael Norris, Z. Berkay Celik, Prasanna Venkatesh Rengasamy, Shulin Zhao, Patrick Drew McDaniel, Anand Sivasubramaniam, Gang Tan:
IoTRepair: Flexible Fault Handling in Diverse IoT Deployments. ACM Trans. Internet Things 3(3): 22:1-22:33 (2022) - [j49]Amit Kumar Sikder, Leonardo Babun, Z. Berkay Celik, Hidayet Aksu, Patrick D. McDaniel, Engin Kirda, A. Selcuk Uluagac:
Who's Controlling My Device? Multi-User Multi-Device-Aware Access Control System for Shared Smart Home Environment. ACM Trans. Internet Things 3(4): 27:1-27:39 (2022) - [j48]Quinn Burke, Fidan Mehmeti, Rahul George, Kyle Ostrowski, Trent Jaeger, Thomas F. La Porta, Patrick D. McDaniel:
Enforcing Multilevel Security Policies in Unstable Networks. IEEE Trans. Netw. Serv. Manag. 19(3): 2349-2365 (2022) - [j47]Tian Xie, Namitha Nambiar, Ting He, Patrick D. McDaniel:
Attack Resilience of Cache Replacement Policies: A Study Based on TTL Approximation. IEEE/ACM Trans. Netw. 30(6): 2433-2447 (2022) - [c154]Patrick Drew McDaniel:
Sustainability is a Security Problem. CCS 2022: 9-10 - [c153]Eric Pauley, Gang Tan, Danfeng Zhang, Patrick D. McDaniel:
Performant Binary Fuzzing without Source Code using Static Instrumentation. CNS 2022: 226-235 - [c152]Tian Xie, Sanchal Thakkar, Ting He, Patrick D. McDaniel, Quinn Burke:
Joint Caching and Routing in Cache Networks with Arbitrary Topology. ICDCS 2022: 56-66 - [c151]Eric Pauley, Ryan Sheatsley, Blaine Hoak, Quinn Burke, Yohan Beugin, Patrick D. McDaniel:
Measuring and Mitigating the Risk of IP Reuse on Public Clouds. SP 2022: 558-575 - [i45]Yohan Beugin, Quinn Burke, Blaine Hoak, Ryan Sheatsley, Eric Pauley, Gang Tan, Syed Rafiul Hussain, Patrick D. McDaniel:
Building a Privacy-Preserving Smart Camera System. CoRR abs/2201.09338 (2022) - [i44]Ahmed Abdou, Ryan Sheatsley, Yohan Beugin, Tyler J. Shipp, Patrick D. McDaniel:
HoneyModels: Machine Learning Honeypots. CoRR abs/2202.10309 (2022) - [i43]Ryan Sheatsley, Matthew Durbin, Azaree Lintereur, Patrick D. McDaniel:
Improving Radioactive Material Localization by Leveraging Cyber-Security Model Optimizations. CoRR abs/2202.10387 (2022) - [i42]Bolor-Erdene Zolbayar, Ryan Sheatsley, Patrick D. McDaniel, Michael J. Weisman, Sencun Zhu, Shitong Zhu, Srikanth V. Krishnamurthy:
Generating Practical Adversarial Network Traffic Flows Using NIDSGAN. CoRR abs/2203.06694 (2022) - [i41]Eric Pauley, Ryan Sheatsley, Blaine Hoak, Quinn Burke, Yohan Beugin, Patrick D. McDaniel:
Measuring and Mitigating the Risk of IP Reuse on Public Clouds. CoRR abs/2204.05122 (2022) - [i40]Kyle Domico, Ryan Sheatsley, Yohan Beugin, Quinn Burke, Patrick D. McDaniel:
A Machine Learning and Computer Vision Approach to Geomagnetic Storm Forecasting. CoRR abs/2204.05780 (2022) - [i39]Valentin Vie, Ryan Sheatsley, Sophia Beyda, Sushrut Shringarputale, Kevin S. Chan, Trent Jaeger, Patrick D. McDaniel:
Adversarial Plannning. CoRR abs/2205.00566 (2022) - [i38]Yohan Beugin, Quinn Burke, Blaine Hoak, Ryan Sheatsley, Eric Pauley, Gang Tan, Syed Rafiul Hussain, Patrick D. McDaniel:
Privacy-Preserving Protocols for Smart Cameras and Other IoT Devices. CoRR abs/2208.09776 (2022) - [i37]Ryan Sheatsley, Blaine Hoak, Eric Pauley, Patrick D. McDaniel:
The Space of Adversarial Strategies. CoRR abs/2209.04521 (2022) - [i36]Eric Pauley, Kyle Domico, Blaine Hoak, Ryan Sheatsley, Quinn Burke, Yohan Beugin, Patrick D. McDaniel:
EIPSIM: Modeling Secure IP Address Allocation at Cloud Scale. CoRR abs/2210.14999 (2022) - 2021
- [j46]Leonardo Babun, Kyle Denney, Z. Berkay Celik, Patrick D. McDaniel, A. Selcuk Uluagac:
A survey on IoT platforms: Communication, security, and privacy perspectives. Comput. Networks 192: 108040 (2021) - [j45]Leonardo Babun, Z. Berkay Celik, Patrick D. McDaniel, A. Selcuk Uluagac:
Real-time Analysis of Privacy-(un)aware IoT Applications. Proc. Priv. Enhancing Technol. 2021(1): 145-166 (2021) - [j44]Stefan Achleitner, Quinn Burke, Patrick D. McDaniel, Trent Jaeger, Thomas La Porta, Srikanth V. Krishnamurthy:
MLSNet: A Policy Complying Multilevel Security Framework for Software Defined Networking. IEEE Trans. Netw. Serv. Manag. 18(1): 729-744 (2021) - [j43]Mingli Yu, Tian Xie, Ting He, Patrick D. McDaniel, Quinn K. Burke:
Flow Table Security in SDN: Adversarial Reconnaissance and Intelligent Attacks. IEEE/ACM Trans. Netw. 29(6): 2793-2806 (2021) - [c150]Ryan Sheatsley, Blaine Hoak, Eric Pauley, Yohan Beugin, Michael J. Weisman, Patrick D. McDaniel:
On the Robustness of Domain Constraints. CCS 2021: 495-515 - [c149]Tian Xie, Ting He, Patrick D. McDaniel, Namitha Nambiar:
Attack Resilience of Cache Replacement Policies. INFOCOM 2021: 1-10 - [c148]Adrien Cosson, Amit Kumar Sikder, Leonardo Babun, Z. Berkay Celik, Patrick D. McDaniel, A. Selcuk Uluagac:
Sentinel: A Robust Intrusion Detection System for IoT Networks Using Kernel-Level System Information. IoTDI 2021: 53-66 - [c147]Ahmed Abdou, Ryan Sheatsley, Yohan Beugin, Tyler J. Shipp, Patrick D. McDaniel:
HoneyModels: Machine Learning Honeypots. MILCOM 2021: 886-891 - [i35]Ryan Sheatsley, Blaine Hoak, Eric Pauley, Yohan Beugin, Michael J. Weisman, Patrick D. McDaniel:
On the Robustness of Domain Constraints. CoRR abs/2105.08619 (2021) - 2020
- [c146]Sushrut Shringarputale, Patrick D. McDaniel, Kevin R. B. Butler, Thomas La Porta:
Co-residency Attacks on Containers are Real. CCSW 2020: 53-66 - [c145]Mingli Yu, Ting He, Patrick Drew McDaniel, Quinn K. Burke:
Flow Table Security in SDN: Adversarial Reconnaissance and Intelligent Attacks. INFOCOM 2020: 1519-1528 - [c144]Michael Norris, Z. Berkay Celik, Prasanna Venkatesh Rengasamy, Shulin Zhao, Patrick D. McDaniel, Anand Sivasubramaniam, Gang Tan:
IoTRepair: Systematically Addressing Device Faults in Commodity IoT. IoTDI 2020: 142-148 - [c143]Quinn Burke, Patrick D. McDaniel, Thomas F. La Porta, Mingli Yu, Ting He:
Misreporting Attacks in Software-Defined Networking. SecureComm (1) 2020: 276-296 - [c142]Sayed M. Saghaian N. E., Tom La Porta, Simone Silvestri, Patrick D. McDaniel:
Improving Robustness of a Popular Probabilistic Clustering Algorithm Against Insider Attacks. SecureComm (1) 2020: 381-401 - [c141]Amit Kumar Sikder, Leonardo Babun, Z. Berkay Celik, Abbas Acar, Hidayet Aksu, Patrick D. McDaniel, Engin Kirda, A. Selcuk Uluagac:
Kratos: multi-user multi-device-aware access control system for the smart home. WISEC 2020: 1-12 - [i34]Michael Norris, Z. Berkay Celik, Patrick D. McDaniel, Gang Tan, Prasanna Venkatesh Rengasamy, Shulin Zhao, Anand Sivasubramaniam:
IoTRepair: Systematically Addressing Device Faults in Commodity IoT (Extended Paper). CoRR abs/2002.07641 (2020) - [i33]Stefan Achleitner, Quinn Burke, Patrick D. McDaniel, Trent Jaeger, Thomas La Porta, Srikanth V. Krishnamurthy:
MLSNet: A Policy Complying Multilevel Security Framework for Software Defined Networking. CoRR abs/2009.10021 (2020) - [i32]Ryan Sheatsley, Nicolas Papernot, Michael J. Weisman, Gunjan Verma, Patrick D. McDaniel:
Adversarial Examples in Constrained Domains. CoRR abs/2011.01183 (2020)
2010 – 2019
- 2019
- [j42]Z. Berkay Celik, Earlence Fernandes, Eric Pauley, Gang Tan, Patrick D. McDaniel:
Program Analysis of Commodity IoT Applications for Security and Privacy: Challenges and Opportunities. ACM Comput. Surv. 52(4): 74:1-74:30 (2019) - [j41]Z. Berkay Celik, Patrick D. McDaniel, Gang Tan, Leonardo Babun, A. Selcuk Uluagac:
Verifying Internet of Things Safety and Security in Physical Spaces. IEEE Secur. Priv. 17(5): 30-37 (2019) - [j40]Dan Boneh, Andrew J. Grotto, Patrick D. McDaniel, Nicolas Papernot:
How Relevant Is the Turing Test in the Age of Sophisbots? IEEE Secur. Priv. 17(6): 64-71 (2019) - [j39]Ahmed Osama Fathy Atya, Zhiyun Qian, Srikanth V. Krishnamurthy, Thomas La Porta, Patrick D. McDaniel, Lisa M. Marvel:
Catch Me if You Can: A Closer Look at Malicious Co-Residency on the Cloud. IEEE/ACM Trans. Netw. 27(2): 560-576 (2019) - [c140]Z. Berkay Celik, Abbas Acar, Hidayet Aksu, Ryan Sheatsley, Patrick D. McDaniel, A. Selcuk Uluagac:
Curie: Policy-based Secure Data Exchange. CODASPY 2019: 121-132 - [c139]Z. Berkay Celik, Gang Tan, Patrick D. McDaniel:
IoTGuard: Dynamic Enforcement of Security and Safety Policy in Commodity IoT. NDSS 2019 - [c138]Raquel Alvarez, Jake Levenson, Ryan Sheatsley, Patrick D. McDaniel:
Application Transiency: Towards a Fair Trade of Personal Information for Application Services. SecureComm (2) 2019: 47-66 - [c137]Giuseppe Petracca, Yuqiong Sun, Ahmad Atamli-Reineh, Patrick D. McDaniel, Jens Grossklags, Trent Jaeger:
EnTrust: Regulating Sensor Access by Cooperating Programs via Delegation Graphs. USENIX Security Symposium 2019: 567-584 - [i31]Dan Boneh, Andrew J. Grotto, Patrick D. McDaniel, Nicolas Papernot:
How Relevant is the Turing Test in the Age of Sophisbots? CoRR abs/1909.00056 (2019) - [i30]Amit Kumar Sikder, Leonardo Babun, Z. Berkay Celik, Abbas Acar, Hidayet Aksu, Patrick D. McDaniel, Engin Kirda, A. Selcuk Uluagac:
Multi-User Multi-Device-Aware Access Control System for Smart Home. CoRR abs/1911.10186 (2019) - [i29]Leonardo Babun, Z. Berkay Celik, Patrick D. McDaniel, A. Selcuk Uluagac:
Real-time Analysis of Privacy-(un)aware IoT Applications. CoRR abs/1911.10461 (2019) - 2018
- [j38]Ian J. Goodfellow, Patrick D. McDaniel, Nicolas Papernot:
Making machine learning robust against adversarial inputs. Commun. ACM 61(7): 56-66 (2018) - [c136]Z. Berkay Celik, Patrick D. McDaniel, Rauf Izmailov, Nicolas Papernot, Ryan Sheatsley, Raquel Alvarez, Ananthram Swami:
Detection under Privileged Information. AsiaCCS 2018: 199-206 - [c135]Dang Tu Nguyen, Chengyu Song, Zhiyun Qian, Srikanth V. Krishnamurthy, Edward J. M. Colbert, Patrick D. McDaniel:
IotSan: fortifying the safety of IoT systems. CoNEXT 2018: 191-203 - [c134]Nicolas Papernot, Patrick D. McDaniel, Arunesh Sinha, Michael P. Wellman:
SoK: Security and Privacy in Machine Learning. EuroS&P 2018: 399-414 - [c133]Florian Tramèr, Alexey Kurakin, Nicolas Papernot, Ian J. Goodfellow, Dan Boneh, Patrick D. McDaniel:
Ensemble Adversarial Training: Attacks and Defenses. ICLR (Poster) 2018 - [c132]Rauf Izmailov, Shridatt Sugrim, Ritu Chadha, Patrick D. McDaniel, Ananthram Swami:
Enablers of Adversarial Attacks in Machine Learning. MILCOM 2018: 425-430 - [c131]Sayed M. Saghaian N. E., Tom La Porta, Trent Jaeger, Z. Berkay Celik, Patrick D. McDaniel:
Mission-Oriented Security Model, Incorporating Security Risk, Cost and Payout. SecureComm (2) 2018: 192-212 - [c130]Z. Berkay Celik, Patrick D. McDaniel:
Extending Detection with Privileged Information via Generalized Distillation. IEEE Symposium on Security and Privacy Workshops 2018: 83-88 - [c129]Z. Berkay Celik, Patrick D. McDaniel, Gang Tan:
Soteria: Automated IoT Safety and Security Analysis. USENIX ATC 2018: 147-158 - [c128]Z. Berkay Celik, Leonardo Babun, Amit Kumar Sikder, Hidayet Aksu, Gang Tan, Patrick D. McDaniel, A. Selcuk Uluagac:
Sensitive Information Tracking in Commodity IoT. USENIX Security Symposium 2018: 1687-1704 - [i28]Chun-Ming Lai, Xiaoyun Wang, Yunfeng Hong, Yu-Cheng Lin, Shyhtsun Felix Wu, Patrick D. McDaniel, Hasan Cam:
Attacking Strategies and Temporal Analysis Involving Facebook Discussion Groups. CoRR abs/1802.04500 (2018) - [i27]Z. Berkay Celik, Leonardo Babun, Amit Kumar Sikder, Hidayet Aksu, Gang Tan, Patrick D. McDaniel, A. Selcuk Uluagac:
Sensitive Information Tracking in Commodity IoT. CoRR abs/1802.08307 (2018) - [i26]Nicolas Papernot, Patrick D. McDaniel:
Deep k-Nearest Neighbors: Towards Confident, Interpretable and Robust Deep Learning. CoRR abs/1803.04765 (2018) - [i25]Z. Berkay Celik, Patrick D. McDaniel, Gang Tan:
Soteria: Automated IoT Safety and Security Analysis. CoRR abs/1805.08876 (2018) - [i24]Giuseppe Petracca, Jens Grossklags, Patrick D. McDaniel, Trent Jaeger:
Regulating Access to System Sensors in Cooperating Programs. CoRR abs/1808.05579 (2018) - [i23]Z. Berkay Celik, Earlence Fernandes, Eric Pauley, Gang Tan, Patrick D. McDaniel:
Program Analysis of Commodity IoT Applications for Security and Privacy: Challenges and Opportunities. CoRR abs/1809.06962 (2018) - [i22]Dang Tu Nguyen, Chengyu Song, Zhiyun Qian, Srikanth V. Krishnamurthy, Edward J. M. Colbert, Patrick D. McDaniel:
IoTSan: Fortifying the Safety of IoT Systems. CoRR abs/1810.09551 (2018) - [i21]Chun-Ming Lai, Xiaoyun Wang, Jon William Chapman, Yu-Cheng Lin, Yu-Chang Ho, Shyhtsun Felix Wu, Patrick D. McDaniel, Hasan Cam:
More or Less? Predict the Social Influence of Malicious URLs on Social Media. CoRR abs/1812.02978 (2018) - 2017
- [j37]Chaz Lever, Robert J. Walls, Yacin Nadji, David Dagon, Patrick D. McDaniel, Manos Antonakakis:
Dawn of the Dead Domain: Measuring the Exploitation of Residual Trust in Domains. IEEE Secur. Priv. 15(2): 70-77 (2017) - [j36]Jing (Dave) Tian, Kevin R. B. Butler, Joseph I. Choi, Patrick D. McDaniel, Padma Krishnaswamy:
Securing ARP/NDP From the Ground Up. IEEE Trans. Inf. Forensics Secur. 12(9): 2131-2143 (2017) - [j35]Stefan Achleitner, Thomas F. La Porta, Patrick D. McDaniel, Shridatt Sugrim, Srikanth V. Krishnamurthy, Ritu Chadha:
Deceiving Network Reconnaissance Using SDN-Based Virtual Topologies. IEEE Trans. Netw. Serv. Manag. 14(4): 1098-1112 (2017) - [c127]Nicolas Papernot, Patrick D. McDaniel, Ian J. Goodfellow, Somesh Jha, Z. Berkay Celik, Ananthram Swami:
Practical Black-Box Attacks against Machine Learning. AsiaCCS 2017: 506-519 - [c126]Chun-Ming Lai, Xiaoyun Wang, Yunfeng Hong, Yu-Cheng Lin, Shyhtsun Felix Wu, Patrick D. McDaniel, Hasan Cam:
Attacking strategies and temporal analysis involving Facebook discussion groups. CNSM 2017: 1-9 - [c125]Patrick D. McDaniel:
Tracing the Arc of Smartphone Application Security. ABAC@CODASPY 2017: 41-42 - [c124]Z. Berkay Celik, Patrick D. McDaniel, Rauf Izmailov:
Feature Cultivation in Privileged Information-augmented Detection. IWSPA@CODASPY 2017: 73-80 - [c123]Kathrin Grosse, Nicolas Papernot, Praveen Manoharan, Michael Backes, Patrick D. McDaniel:
Adversarial Examples for Malware Detection. ESORICS (2) 2017: 62-79 - [c122]Stefan Achleitner, Thomas La Porta, Patrick D. McDaniel, Srikanth V. Krishnamurthy, Alexander Poylisher, Constantin Serban:
Stealth migration: Hiding virtual machines on the network. INFOCOM 2017: 1-9 - [c121]Ahmed Osama Fathy Atya, Zhiyun Qian, Srikanth V. Krishnamurthy, Thomas La Porta, Patrick D. McDaniel, Lisa M. Marvel:
Malicious co-residency on the cloud: Attacks and defense. INFOCOM 2017: 1-9 - [c120]Z. Berkay Celik, David Lopez-Paz, Patrick D. McDaniel:
Patient-Driven Privacy Control through Generalized Distillation. PAC 2017: 1-12 - [c119]Abbas Acar, Z. Berkay Celik, Hidayet Aksu, A. Selcuk Uluagac, Patrick D. McDaniel:
Achieving Secure and Differentially Private Computations in Multiparty Settings. PAC 2017: 49-59 - [c118]Yunfeng Hong, Yongjian Hu, Chun-Ming Lai, Shyhtsun Felix Wu, Iulian Neamtiu, Patrick D. McDaniel, Paul L. Yu, Hasan Cam, Gail-Joon Ahn:
Defining and Detecting Environment Discrimination in Android Apps. SecureComm 2017: 510-529 - [c117]Vaibhav Rastogi, Drew Davidson, Lorenzo De Carli, Somesh Jha, Patrick D. McDaniel:
Cimplifier: automatically debloating containers. ESEC/SIGSOFT FSE 2017: 476-486 - [c116]Stefan Achleitner, Thomas La Porta, Trent Jaeger, Patrick D. McDaniel:
Adversarial Network Forensics in Software Defined Networking. SOSR 2017: 8-20 - [c115]Stefan Achleitner, Thomas La Porta, Trent Jaeger, Patrick D. McDaniel:
Adversarial Network Forensics in Software Defined Networking: Demo. SOSR 2017: 177-178 - [i20]Kathrin Grosse, Praveen Manoharan, Nicolas Papernot, Michael Backes, Patrick D. McDaniel:
On the (Statistical) Detection of Adversarial Examples. CoRR abs/1702.06280 (2017) - [i19]Z. Berkay Celik, Hidayet Aksu, Abbas Acar, Ryan Sheatsley, A. Selcuk Uluagac, Patrick D. McDaniel:
Curie: Policy-based Secure Data Exchange. CoRR abs/1702.08342 (2017) - [i18]Florian Tramèr, Nicolas Papernot, Ian J. Goodfellow, Dan Boneh, Patrick D. McDaniel:
The Space of Transferable Adversarial Examples. CoRR abs/1704.03453 (2017) - [i17]Nicolas Papernot, Patrick D. McDaniel:
Extending Defensive Distillation. CoRR abs/1705.05264 (2017) - [i16]Florian Tramèr, Alexey Kurakin, Nicolas Papernot, Dan Boneh, Patrick D. McDaniel:
Ensemble Adversarial Training: Attacks and Defenses. CoRR abs/1705.07204 (2017) - [i15]