Hacksaw: Hardware-Centric Kernel Debloating via Device Inventory and Dependency Analysis
Zhenghao Hu, Sangho Lee, Marcus Peinado
30th ACM Conference on Computer and Communications Security (CCS 2023) | November 2023
Publications
Publications by Year
-
Rethinking System Audit Architectures for High Event Coverage and Synchronous Log Availability
Varun Gandhi, Sarbartha Banerjee, Aniket Agrawal, Adil Ahmad, Sangho Lee, Marcus Peinado
32nd USENIX Security Symposium (Security 2023) | August 2023
APRON: Authenticated and Progressive System Image Renovation
2023 USENIX Annual Technical Conference (ATC 2023) | July 2023
Memory Protection Keys: Facts, Key Extension Perspectives, and Discussions
Soyeon Park, Sangho Lee, Taesoo Kim
IEEE Security & Privacy | May 2023, Vol 21(3)
-
DeView: Confining Progressive Web Applications by Debloating Web APIs
ChangSeok Oh, Sangho Lee, Chenxiong Qian, Hyungjoon Koo, Wenke Lee
38th Annual Computer Security Applications Conference (ACSAC 2022) | December 2022
Spacelord: Private and Secure Smart Space Sharing
Yechan Bae, Sarbartha Banerjee, Sangho Lee, Marcus Peinado
38th Annual Computer Security Applications Conference (ACSAC 2022) | December 2022
I Know Your Triggers: Defending against Textual Backdoor Attacks with Benign Backdoor Augmentation
Yue Gao, Jack W. Stokes, Manoj Prasad, Andrew T. Marshall, Kassem Fawaz, Emre Kiciman
Military Communications Conference | November 2022
Pridwen: Universally Hardening SGX Programs via Load-Time Synthesis
Fan Sang, Ming-Wei Shih, Sangho Lee, Xiaokuan Zhang, Michael Steiner, Mona Vij, Taesoo Kim
2022 USENIX Annual Technical Conference (ATC 2022) | July 2022
Long-Term Study of Honeypots in a Public Cloud
Rakshit Agrawal, Jack W. Stokes, Lukas Rist, Ryan Littlefield, Xun Fan, Ken Hollis, Zane Coppedge, Noah Chesterman, Christian Seifert
2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks | June 2022
Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks
Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte, Justin Carroll, Itai Grady
May 2022
HardLog: Practical Tamper-Proof System Auditing Using a Novel Audit Device
Adil Ahmad, Sangho Lee, Marcus Peinado
43rd IEEE Symposium on Security and Privacy (Oakland 2022) | May 2022
-
Beyond Lp Norms: Delving Deeper Into Robustness to Physical Image Transformations
Vikash Sehwag, Jack W. Stokes, Cha Zhang
Military Communications Conference | November 2021
Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
Jack W. Stokes, Paul England, Kevin Kane
Military Communications Conference | November 2021
URLTran: Improving Phishing URL Detection Using Transformers
Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
Military Communications Conference | November 2021
Tracking Adoption of Revocation and Cryptographic Features in X.509 Certificates
Maryam Zulfiqar, Muhammad Umar Janjua, Muhammad Hassan, Talha Ahmad, Tania; Saleem, Jack W. Stokes
International Journal of Information Security | November 2021
Designing Media Provenance Indicators to Combat Fake Media
Imani N. Sherman, Jack W. Stokes, Elissa M. Redmiles
International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
Living-Off-The-Land Command Detection Using Active Learning
Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
Detection of Malicious DNS and Web Servers Using Graph-Based Approaches
Jinyuan Jia, Zheng Dong, Jie Li, Jack W. Stokes
IEEE International Conference on Acoustics, Speech and Signal Processing | June 2021
KARD: Lightweight Data Race Detection with Per-Thread Memory Protection
Adil Ahmad, Sangho Lee, Pedro Fonseca, Byoungyoung Lee
International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | April 2021
-
Designing Indicators to Combat Fake Media
Imani N. Sherman, Elissa M. Redmiles, Jack W. Stokes
October 2020
Multi-Stakeholder Media Provenance Management to Counter Synthetic Media Risks in News Publishing
J. Aythora, R. Burke‐Agüero, A. Chamayou, S. Clebsch, M. Costa, N. Earnshaw, L. Ellis, P. England, C. Fournet, M. Gaylor, C. Halford, E. Horvitz, A. Jenks, K. Kane, M. Lavallee, S. Lowenstein, B. MacCormack, H. S. Malvar, S. O'Brien, J. Parnall, E. M. Redmiles, A. Shamis, I. Sharma, J. W. Stokes, S. Wenker, A. Zaman
International Broadcasting Convention (IBC) | September 2020
COVID19 Data Donation Survey Methodology Summary
Elissa M. Redmiles, John Krumm
MSR-TR-2020-22 | July 2020
Published by Microsoft
Detection of Malicious Vbscript Using Static and Dynamic Analysis with Recurrent Deep Learning
Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Actor Critic Deep Reinforcement Learning for Neural Malware Control
Yu Wang, Jack W. Stokes, Mady Marinescu
Proceedings of the AAAI Conference on Artificial Intelligence | February 2020
-
Neural Malware Control with Deep Reinforcement Learning
Yu Wang, Jack W. Stokes, Mady Marinescu
IEEE Military Communications Conference (MILCOM) | November 2019
ScriptNet: Neural Static Analysis for Malicious JavaScript Detection
Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew Hausknecht
IEEE Military Communications Conference (MILCOM) | November 2019
Detection of Prevalent Malware Families with Deep Learning
Jack W. Stokes, Christian Seifert, Jerry Li, Nizar Hejazi
2019 Military Communications Conference | October 2019
All Your Clicks Belong to Me: Investigating Click Interception on the Web
Mingxue Zhang, Wei Meng, Sangho Lee, Byoungyoung Lee, Xinyu Xing
28th USENIX Security Symposium (Security 2019) | August 2019
libmpk: Software Abstraction for Intel Memory Protection Keys (Intel MPK)
Soyeon Park, Sangho Lee, Wen Xu, Hyungon Moon, Taesoo Kim
2019 USENIX Annual Technical Conference (ATC 2019) | July 2019
Dominance as a New Trusted Computing Primitive for the Internet of Things
Meng Xu, Manuel Huber, Zhichuang Sun, Paul England, Marcus Peinado, Sangho Lee, Andrey Marochko, Dennis Mattoon, Rob Spiger (CELA), Stefan Thom
40th IEEE Symposium on Security and Privacy (Oakland 2019) | May 2019
Attention in Recurrent Neural Networks for Ransomware Detection
Rakshit Agrawal, Jack W. Stokes, Karthik Selvaraj, Mady Marinescu
2019 International Conference on Acoustics, Speech, and Signal Processing | May 2019
Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback
Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll
2019 International Conference on Acoustics, Speech, and Signal Processing | April 2019
-
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
Jack W. Stokes, De Wang, Mady Marinsescu, Marc Marino, Brian Bussone
IEEE Military Communications Conference (MILCOM) | October 2018
Latte: Large-Scale Lateral Movement Detection
Qingyun Liu, Jack W. Stokes, Rob Mead, Tim Burrell, Ian Hellen, John Lambert, Andrey Marochko, Weidong Cui
IEEE Military Communications Conference (MILCOM) | October 2018
Robust Neural Malware Detection Models for Emulation Sequence Learning
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018 Military Communications Conference | June 2018
Neural Sequential Malware Detection with Parameters
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018 International Conference on Acoustics, Speech, and Signal Processing | April 2018
-
Hierarchical Learning for Automated Malware Classification
Shayok Chakraborty, Jack W. Stokes, Lin Xiao, Dengyong Zhou, Mady Marinescu, Anil Thomas
Proceedings of the Military Communication Conference (MILCOM) | October 2017
Hacking in Darkness: Return-oriented Programming against Secure Enclaves
Jaehyuk Lee, Jinsoo Jang, Yeongjin Jang, Nohyun Kwak, Yeseul Choi, Chongho Choi, Taesoo Kim, Marcus Peinado, Brent Byunghoon Kang
26th USENIX Security Symposium (USENIX Security 17) | August 2017
Inferring Fine-grained Control Flow Inside SGX Enclaves with Branch Shadowing
Sangho Lee, Ming-Wei Shih, Prasun Gera, Taesoo Kim, Hyesoon Kim, Marcus Peinado
26th USENIX Security Symposium (USENIX Security 17) | August 2017
High-Resolution Side Channels for Untrusted Operating Systems
Marcus Hähnel, Weidong Cui, Marcus Peinado
2017 USENIX Annual Technical Conference (ATC’17) | July 2017
GRIFFIN: Guarding Control Flows Using Intel Processor Trace
Xinyang Ge, Weidong Cui, Trent Jaeger
Proceedings of the 22nd ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | April 2017
Malware Classification with LSTM and GRU Language Models and a Character-Level CNN
Ben Athiwaratkun, Jack W. Stokes
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2017
T-SGX: Eradicating Controlled-Channel Attacks Against Enclave Programs
Ming-Wei Shih, Sangho Lee, Taesoo Kim, Marcus Peinado
Network and Distributed System Security Symposium 2017 (NDSS’17) | February 2017
-
MART: Targeted attack detection on a compromised network
Jack W. Stokes, Himanshu Chandola, Christian Seifert, Tim Burrell
2016 Military Communications Conference | October 2016
Block-wise Non-Malleable Codes
Nishanth Chandran, Vipul Goyal, Pratyay Mukherjee, Omkant Pandey, Jalaj Upadhyay
ICALP 2016 | June 2016
-
Strength in Numbers: Robust Tamper Detection in Crowd Computations
Bimal Viswanath, Muhammad Ahmad Bashir, Muhammad Bilal Zafar, Simon Bouget, Saikat Guha, Krishna Gummadi, Aniket Kate, Alan Mislove
Proceedings of the ACM Conference on Online Social Networks (COSN) | November 2015
Geppetto: Versatile Verifiable Computation
Craig Costello, Cédric Fournet, Jon Howell, Markulf Kohlweiss, Benjamin Kreuter, Michael Naehrig, Bryan Parno, Samee Zahur
Proceedings of the IEEE Symposium on Security and Privacy | May 2015
The Hidden Graph Model: Communication Locality and Optimal Resiliency with Adaptive Faults
Nishanth Chandran, Wutichai Chongchitmate, Juan A. Garay, Shafi Goldwasser, Rafail Ostrovsky, Vassilis Zikas
Proceedings of the 2015 Conference on Innovations in Theoretical Computer Science, ITCS 2015, Rehovot, Israel, January 11-13, 2015 | January 2015
ISBN: 978-1-4503-3333-7
-
Characterizing Large-Scale Click Fraud in ZeroAccess
Paul Pearce, Vacha Dave, Chris Grier, Kirill Levchenko, Saikat Guha, Damon McCoy, Vern Paxson, Stefan Savage, Geoffrey M. Voelker
Proceedings of the 21st ACM Conference on Computer and Communications Security (CCS) | November 2014
Towards Detecting Anomalous User Behavior in Online Social Networks
Bimal Viswanath, Muhammad Ahmad Bashir, Mark Crovella, Saikat Guha, Krishna Gummadi, Balachander Krishnamurthy, Alan Mislove
Proceedings of the 23rd USENIX Security Symposium (USENIX Security) | August 2014
Bootstrapping Privacy Compliance in Big Data Systems
Shayak Sen, Saikat Guha, Anupam Dutta, Sriram Rajamani, Janice Tsai, Jeannette Wing
Proceedings of the 35th IEEE Symposium on Security & Privacy (Oakland) | May 2014
Achieving Privacy in Verifiable Computation with Multiple Servers – Without FHE and without Pre-processing
Prabhanjan Ananth, Nishanth Chandran, Vipul Goyal, Bhavana Kanukurthi, Rafail Ostrovsky
Public-Key Cryptography – PKC 2014 – 17th International Conference on Practice and Theory in Public-Key Cryptography, Buenos Aires, Argentina | March 2014
ISBN: 978-3-642-54630-3
Locally Updatable and Locally Decodable Codes
Nishanth Chandran, Bhavana Kanukurthi, Rafail Ostrovsky
Theory of Cryptography – 11th Theory of Cryptography Conference, TCC 2014, San Diego, CA, USA, February 24-26, 2014. Proceedings | March 2014
ISBN: 978-3-642-54241-1
Position-Based Quantum Cryptography: Impossibility and Constructions
Harry Buhrman, Nishanth Chandran, Serge Fehr, Ran Gelles, Vipul Goyal, Rafail Ostrovsky, Christian Schaffner
SIAM Journal on Computing | January 2014, Vol 43: pp. 150-178
-
Verito: A Practical System for Transparency and Accountability in Virtual Economies
Raghav Bhaskar, Saikat Guha, Srivatsan Laxman, Prasad Naldurg
Proceedings of the Network and Distributed Systems Security Symposium (NDSS) | February 2013
Proceedings of the Network and Distributed Systems Security Symposium (NDSS)
-
Congestion Lower Bounds for Secure In-network Aggregation
Raghav Bhaskar
ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec ’12) | April 2012
ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec '12)
-
Noiseless Database Privacy
Raghav Bhaskar, Abhishek Bhowmick, Vipul Goyal, Srivatsan Laxman, Abhradeep Thakurta
Proceedings of the Seventeenth International Conference on Theory and Application of Cryptology and Information Security, ASIACRYPT 2011 | December 2011
Proceedings of the Seventeenth International Conference on Theory and Application of Cryptology and Information Security, ASIACRYPT 2011
ZDVUE: Prioritization of JavaScript Attacks To Discover New Vulnerabilities
Sandeep Karanth, Srivatsan Laxman, Prasad Naldurg, Ramarathnam Venkatesan
Proceedings of the Fourth ACM Workshop on Artificial Intelligence and Security (AISEC 2011) | October 2011
Position-Based Quantum Cryptography: Impossibility and Constructions
Harry Buhrman, Nishanth Chandran, Serge Fehr, Ran Gelles, Vipul Goyal, Rafail Ostrovsky, Christian Schaffner
Advances in Cryptology – CRYPTO 2011 – 31st Annual Cryptology Conference, Santa Barbara, CA, USA, August 14-18, 2011. Proceedings | August 2011
ISBN: 978-3-642-22791-2
-
Discovering frequent patterns in sensitive data
Raghav Bhaskar, Srivatsan Laxman
16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2010), Washington, DC, USA | July 2010
Pattern Mining for Future Attacks
Sandeep Karanth, Srivatsan Laxman, Prasad Naldurg, Ramarathnam Venkatesan, J. Lambert, Jinwook Shin
MSR-TR-2010-100 | July 2010
-
Position Based Cryptography
Nishanth Chandran, Vipul Goyal, Ryan Moriarty, Rafail Ostrovsky
Advances in Cryptology – CRYPTO 2009, 29th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 16-20, 2009. Proceedings | August 2009
ISBN: 978-3-642-03355-1
A Secure Cryptographic Token Interface
Christian Cachin, Nishanth Chandran
Proceedings of the 22nd IEEE Computer Security Foundations Symposium, CSF 2009, Port Jefferson, New York, USA, July 8-10, 2009 | July 2009
ISBN: 978-0-7695-3712-2
Publications by Research Area
-
Hacksaw: Hardware-Centric Kernel Debloating via Device Inventory and Dependency Analysis
Zhenghao Hu, Sangho Lee, Marcus Peinado
30th ACM Conference on Computer and Communications Security (CCS 2023) | November 2023
Rethinking System Audit Architectures for High Event Coverage and Synchronous Log Availability
Varun Gandhi, Sarbartha Banerjee, Aniket Agrawal, Adil Ahmad, Sangho Lee, Marcus Peinado
32nd USENIX Security Symposium (Security 2023) | August 2023
APRON: Authenticated and Progressive System Image Renovation
2023 USENIX Annual Technical Conference (ATC 2023) | July 2023
Memory Protection Keys: Facts, Key Extension Perspectives, and Discussions
Soyeon Park, Sangho Lee, Taesoo Kim
IEEE Security & Privacy | May 2023, Vol 21(3)
DeView: Confining Progressive Web Applications by Debloating Web APIs
ChangSeok Oh, Sangho Lee, Chenxiong Qian, Hyungjoon Koo, Wenke Lee
38th Annual Computer Security Applications Conference (ACSAC 2022) | December 2022
Spacelord: Private and Secure Smart Space Sharing
Yechan Bae, Sarbartha Banerjee, Sangho Lee, Marcus Peinado
38th Annual Computer Security Applications Conference (ACSAC 2022) | December 2022
I Know Your Triggers: Defending against Textual Backdoor Attacks with Benign Backdoor Augmentation
Yue Gao, Jack W. Stokes, Manoj Prasad, Andrew T. Marshall, Kassem Fawaz, Emre Kiciman
Military Communications Conference | November 2022
Pridwen: Universally Hardening SGX Programs via Load-Time Synthesis
Fan Sang, Ming-Wei Shih, Sangho Lee, Xiaokuan Zhang, Michael Steiner, Mona Vij, Taesoo Kim
2022 USENIX Annual Technical Conference (ATC 2022) | July 2022
Long-Term Study of Honeypots in a Public Cloud
Rakshit Agrawal, Jack W. Stokes, Lukas Rist, Ryan Littlefield, Xun Fan, Ken Hollis, Zane Coppedge, Noah Chesterman, Christian Seifert
2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks | June 2022
Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks
Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte, Justin Carroll, Itai Grady
May 2022
HardLog: Practical Tamper-Proof System Auditing Using a Novel Audit Device
Adil Ahmad, Sangho Lee, Marcus Peinado
43rd IEEE Symposium on Security and Privacy (Oakland 2022) | May 2022
URLTran: Improving Phishing URL Detection Using Transformers
Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
Military Communications Conference | November 2021
Beyond Lp Norms: Delving Deeper Into Robustness to Physical Image Transformations
Vikash Sehwag, Jack W. Stokes, Cha Zhang
Military Communications Conference | November 2021
Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
Jack W. Stokes, Paul England, Kevin Kane
Military Communications Conference | November 2021
Tracking Adoption of Revocation and Cryptographic Features in X.509 Certificates
Maryam Zulfiqar, Muhammad Umar Janjua, Muhammad Hassan, Talha Ahmad, Tania; Saleem, Jack W. Stokes
International Journal of Information Security | November 2021
Designing Media Provenance Indicators to Combat Fake Media
Imani N. Sherman, Jack W. Stokes, Elissa M. Redmiles
International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
Living-Off-The-Land Command Detection Using Active Learning
Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
Detection of Malicious DNS and Web Servers Using Graph-Based Approaches
Jinyuan Jia, Zheng Dong, Jie Li, Jack W. Stokes
IEEE International Conference on Acoustics, Speech and Signal Processing | June 2021
KARD: Lightweight Data Race Detection with Per-Thread Memory Protection
Adil Ahmad, Sangho Lee, Pedro Fonseca, Byoungyoung Lee
International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | April 2021
Designing Indicators to Combat Fake Media
Imani N. Sherman, Elissa M. Redmiles, Jack W. Stokes
October 2020
Multi-Stakeholder Media Provenance Management to Counter Synthetic Media Risks in News Publishing
J. Aythora, R. Burke‐Agüero, A. Chamayou, S. Clebsch, M. Costa, N. Earnshaw, L. Ellis, P. England, C. Fournet, M. Gaylor, C. Halford, E. Horvitz, A. Jenks, K. Kane, M. Lavallee, S. Lowenstein, B. MacCormack, H. S. Malvar, S. O'Brien, J. Parnall, E. M. Redmiles, A. Shamis, I. Sharma, J. W. Stokes, S. Wenker, A. Zaman
International Broadcasting Convention (IBC) | September 2020
COVID19 Data Donation Survey Methodology Summary
Elissa M. Redmiles, John Krumm
MSR-TR-2020-22 | July 2020
Published by Microsoft
Detection of Malicious Vbscript Using Static and Dynamic Analysis with Recurrent Deep Learning
Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Actor Critic Deep Reinforcement Learning for Neural Malware Control
Yu Wang, Jack W. Stokes, Mady Marinescu
Proceedings of the AAAI Conference on Artificial Intelligence | February 2020
ScriptNet: Neural Static Analysis for Malicious JavaScript Detection
Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew Hausknecht
IEEE Military Communications Conference (MILCOM) | November 2019
Neural Malware Control with Deep Reinforcement Learning
Yu Wang, Jack W. Stokes, Mady Marinescu
IEEE Military Communications Conference (MILCOM) | November 2019
Detection of Prevalent Malware Families with Deep Learning
Jack W. Stokes, Christian Seifert, Jerry Li, Nizar Hejazi
2019 Military Communications Conference | October 2019
All Your Clicks Belong to Me: Investigating Click Interception on the Web
Mingxue Zhang, Wei Meng, Sangho Lee, Byoungyoung Lee, Xinyu Xing
28th USENIX Security Symposium (Security 2019) | August 2019
libmpk: Software Abstraction for Intel Memory Protection Keys (Intel MPK)
Soyeon Park, Sangho Lee, Wen Xu, Hyungon Moon, Taesoo Kim
2019 USENIX Annual Technical Conference (ATC 2019) | July 2019
Dominance as a New Trusted Computing Primitive for the Internet of Things
Meng Xu, Manuel Huber, Zhichuang Sun, Paul England, Marcus Peinado, Sangho Lee, Andrey Marochko, Dennis Mattoon, Rob Spiger (CELA), Stefan Thom
40th IEEE Symposium on Security and Privacy (Oakland 2019) | May 2019
Attention in Recurrent Neural Networks for Ransomware Detection
Rakshit Agrawal, Jack W. Stokes, Karthik Selvaraj, Mady Marinescu
2019 International Conference on Acoustics, Speech, and Signal Processing | May 2019
Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback
Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll
2019 International Conference on Acoustics, Speech, and Signal Processing | April 2019
Latte: Large-Scale Lateral Movement Detection
Qingyun Liu, Jack W. Stokes, Rob Mead, Tim Burrell, Ian Hellen, John Lambert, Andrey Marochko, Weidong Cui
IEEE Military Communications Conference (MILCOM) | October 2018
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
Jack W. Stokes, De Wang, Mady Marinsescu, Marc Marino, Brian Bussone
IEEE Military Communications Conference (MILCOM) | October 2018
Robust Neural Malware Detection Models for Emulation Sequence Learning
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018 Military Communications Conference | June 2018
Neural Sequential Malware Detection with Parameters
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018 International Conference on Acoustics, Speech, and Signal Processing | April 2018
Hierarchical Learning for Automated Malware Classification
Shayok Chakraborty, Jack W. Stokes, Lin Xiao, Dengyong Zhou, Mady Marinescu, Anil Thomas
Proceedings of the Military Communication Conference (MILCOM) | October 2017
Hacking in Darkness: Return-oriented Programming against Secure Enclaves
Jaehyuk Lee, Jinsoo Jang, Yeongjin Jang, Nohyun Kwak, Yeseul Choi, Chongho Choi, Taesoo Kim, Marcus Peinado, Brent Byunghoon Kang
26th USENIX Security Symposium (USENIX Security 17) | August 2017
Inferring Fine-grained Control Flow Inside SGX Enclaves with Branch Shadowing
Sangho Lee, Ming-Wei Shih, Prasun Gera, Taesoo Kim, Hyesoon Kim, Marcus Peinado
26th USENIX Security Symposium (USENIX Security 17) | August 2017
High-Resolution Side Channels for Untrusted Operating Systems
Marcus Hähnel, Weidong Cui, Marcus Peinado
2017 USENIX Annual Technical Conference (ATC’17) | July 2017
GRIFFIN: Guarding Control Flows Using Intel Processor Trace
Xinyang Ge, Weidong Cui, Trent Jaeger
Proceedings of the 22nd ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | April 2017
Malware Classification with LSTM and GRU Language Models and a Character-Level CNN
Ben Athiwaratkun, Jack W. Stokes
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2017
T-SGX: Eradicating Controlled-Channel Attacks Against Enclave Programs
Ming-Wei Shih, Sangho Lee, Taesoo Kim, Marcus Peinado
Network and Distributed System Security Symposium 2017 (NDSS’17) | February 2017
MART: Targeted attack detection on a compromised network
Jack W. Stokes, Himanshu Chandola, Christian Seifert, Tim Burrell
2016 Military Communications Conference | October 2016
Block-wise Non-Malleable Codes
Nishanth Chandran, Vipul Goyal, Pratyay Mukherjee, Omkant Pandey, Jalaj Upadhyay
ICALP 2016 | June 2016
Strength in Numbers: Robust Tamper Detection in Crowd Computations
Bimal Viswanath, Muhammad Ahmad Bashir, Muhammad Bilal Zafar, Simon Bouget, Saikat Guha, Krishna Gummadi, Aniket Kate, Alan Mislove
Proceedings of the ACM Conference on Online Social Networks (COSN) | November 2015
Geppetto: Versatile Verifiable Computation
Craig Costello, Cédric Fournet, Jon Howell, Markulf Kohlweiss, Benjamin Kreuter, Michael Naehrig, Bryan Parno, Samee Zahur
Proceedings of the IEEE Symposium on Security and Privacy | May 2015
The Hidden Graph Model: Communication Locality and Optimal Resiliency with Adaptive Faults
Nishanth Chandran, Wutichai Chongchitmate, Juan A. Garay, Shafi Goldwasser, Rafail Ostrovsky, Vassilis Zikas
Proceedings of the 2015 Conference on Innovations in Theoretical Computer Science, ITCS 2015, Rehovot, Israel, January 11-13, 2015 | January 2015
ISBN: 978-1-4503-3333-7
Characterizing Large-Scale Click Fraud in ZeroAccess
Paul Pearce, Vacha Dave, Chris Grier, Kirill Levchenko, Saikat Guha, Damon McCoy, Vern Paxson, Stefan Savage, Geoffrey M. Voelker
Proceedings of the 21st ACM Conference on Computer and Communications Security (CCS) | November 2014
Bootstrapping Privacy Compliance in Big Data Systems
Shayak Sen, Saikat Guha, Anupam Dutta, Sriram Rajamani, Janice Tsai, Jeannette Wing
Proceedings of the 35th IEEE Symposium on Security & Privacy (Oakland) | May 2014
Achieving Privacy in Verifiable Computation with Multiple Servers – Without FHE and without Pre-processing
Prabhanjan Ananth, Nishanth Chandran, Vipul Goyal, Bhavana Kanukurthi, Rafail Ostrovsky
Public-Key Cryptography – PKC 2014 – 17th International Conference on Practice and Theory in Public-Key Cryptography, Buenos Aires, Argentina | March 2014
ISBN: 978-3-642-54630-3
Locally Updatable and Locally Decodable Codes
Nishanth Chandran, Bhavana Kanukurthi, Rafail Ostrovsky
Theory of Cryptography – 11th Theory of Cryptography Conference, TCC 2014, San Diego, CA, USA, February 24-26, 2014. Proceedings | March 2014
ISBN: 978-3-642-54241-1
Position-Based Quantum Cryptography: Impossibility and Constructions
Harry Buhrman, Nishanth Chandran, Serge Fehr, Ran Gelles, Vipul Goyal, Rafail Ostrovsky, Christian Schaffner
SIAM Journal on Computing | January 2014, Vol 43: pp. 150-178
Verito: A Practical System for Transparency and Accountability in Virtual Economies
Raghav Bhaskar, Saikat Guha, Srivatsan Laxman, Prasad Naldurg
Proceedings of the Network and Distributed Systems Security Symposium (NDSS) | February 2013
Proceedings of the Network and Distributed Systems Security Symposium (NDSS)
Congestion Lower Bounds for Secure In-network Aggregation
Raghav Bhaskar
ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec ’12) | April 2012
ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec '12)
Noiseless Database Privacy
Raghav Bhaskar, Abhishek Bhowmick, Vipul Goyal, Srivatsan Laxman, Abhradeep Thakurta
Proceedings of the Seventeenth International Conference on Theory and Application of Cryptology and Information Security, ASIACRYPT 2011 | December 2011
Proceedings of the Seventeenth International Conference on Theory and Application of Cryptology and Information Security, ASIACRYPT 2011
ZDVUE: Prioritization of JavaScript Attacks To Discover New Vulnerabilities
Sandeep Karanth, Srivatsan Laxman, Prasad Naldurg, Ramarathnam Venkatesan
Proceedings of the Fourth ACM Workshop on Artificial Intelligence and Security (AISEC 2011) | October 2011
Position-Based Quantum Cryptography: Impossibility and Constructions
Harry Buhrman, Nishanth Chandran, Serge Fehr, Ran Gelles, Vipul Goyal, Rafail Ostrovsky, Christian Schaffner
Advances in Cryptology – CRYPTO 2011 – 31st Annual Cryptology Conference, Santa Barbara, CA, USA, August 14-18, 2011. Proceedings | August 2011
ISBN: 978-3-642-22791-2
Discovering frequent patterns in sensitive data
Raghav Bhaskar, Srivatsan Laxman
16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2010), Washington, DC, USA | July 2010
Pattern Mining for Future Attacks
Sandeep Karanth, Srivatsan Laxman, Prasad Naldurg, Ramarathnam Venkatesan, J. Lambert, Jinwook Shin
MSR-TR-2010-100 | July 2010
Position Based Cryptography
Nishanth Chandran, Vipul Goyal, Ryan Moriarty, Rafail Ostrovsky
Advances in Cryptology – CRYPTO 2009, 29th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 16-20, 2009. Proceedings | August 2009
ISBN: 978-3-642-03355-1
A Secure Cryptographic Token Interface
Christian Cachin, Nishanth Chandran
Proceedings of the 22nd IEEE Computer Security Foundations Symposium, CSF 2009, Port Jefferson, New York, USA, July 8-10, 2009 | July 2009
ISBN: 978-0-7695-3712-2
-
Rethinking System Audit Architectures for High Event Coverage and Synchronous Log Availability
Varun Gandhi, Sarbartha Banerjee, Aniket Agrawal, Adil Ahmad, Sangho Lee, Marcus Peinado
32nd USENIX Security Symposium (Security 2023) | August 2023
APRON: Authenticated and Progressive System Image Renovation
2023 USENIX Annual Technical Conference (ATC 2023) | July 2023
Pridwen: Universally Hardening SGX Programs via Load-Time Synthesis
Fan Sang, Ming-Wei Shih, Sangho Lee, Xiaokuan Zhang, Michael Steiner, Mona Vij, Taesoo Kim
2022 USENIX Annual Technical Conference (ATC 2022) | July 2022
HardLog: Practical Tamper-Proof System Auditing Using a Novel Audit Device
Adil Ahmad, Sangho Lee, Marcus Peinado
43rd IEEE Symposium on Security and Privacy (Oakland 2022) | May 2022
KARD: Lightweight Data Race Detection with Per-Thread Memory Protection
Adil Ahmad, Sangho Lee, Pedro Fonseca, Byoungyoung Lee
International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | April 2021
libmpk: Software Abstraction for Intel Memory Protection Keys (Intel MPK)
Soyeon Park, Sangho Lee, Wen Xu, Hyungon Moon, Taesoo Kim
2019 USENIX Annual Technical Conference (ATC 2019) | July 2019
Strength in Numbers: Robust Tamper Detection in Crowd Computations
Bimal Viswanath, Muhammad Ahmad Bashir, Muhammad Bilal Zafar, Simon Bouget, Saikat Guha, Krishna Gummadi, Aniket Kate, Alan Mislove
Proceedings of the ACM Conference on Online Social Networks (COSN) | November 2015
Characterizing Large-Scale Click Fraud in ZeroAccess
Paul Pearce, Vacha Dave, Chris Grier, Kirill Levchenko, Saikat Guha, Damon McCoy, Vern Paxson, Stefan Savage, Geoffrey M. Voelker
Proceedings of the 21st ACM Conference on Computer and Communications Security (CCS) | November 2014
Towards Detecting Anomalous User Behavior in Online Social Networks
Bimal Viswanath, Muhammad Ahmad Bashir, Mark Crovella, Saikat Guha, Krishna Gummadi, Balachander Krishnamurthy, Alan Mislove
Proceedings of the 23rd USENIX Security Symposium (USENIX Security) | August 2014
Bootstrapping Privacy Compliance in Big Data Systems
Shayak Sen, Saikat Guha, Anupam Dutta, Sriram Rajamani, Janice Tsai, Jeannette Wing
Proceedings of the 35th IEEE Symposium on Security & Privacy (Oakland) | May 2014
Verito: A Practical System for Transparency and Accountability in Virtual Economies
Raghav Bhaskar, Saikat Guha, Srivatsan Laxman, Prasad Naldurg
Proceedings of the Network and Distributed Systems Security Symposium (NDSS) | February 2013
Proceedings of the Network and Distributed Systems Security Symposium (NDSS)
-
KARD: Lightweight Data Race Detection with Per-Thread Memory Protection
Adil Ahmad, Sangho Lee, Pedro Fonseca, Byoungyoung Lee
International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | April 2021
-
COVID19 Data Donation Survey Methodology Summary
Elissa M. Redmiles, John Krumm
MSR-TR-2020-22 | July 2020
Published by Microsoft
-
ScriptNet: Neural Static Analysis for Malicious JavaScript Detection
Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew Hausknecht
IEEE Military Communications Conference (MILCOM) | November 2019
Neural Malware Control with Deep Reinforcement Learning
Yu Wang, Jack W. Stokes, Mady Marinescu
IEEE Military Communications Conference (MILCOM) | November 2019
Detection of Prevalent Malware Families with Deep Learning
Jack W. Stokes, Christian Seifert, Jerry Li, Nizar Hejazi
2019 Military Communications Conference | October 2019
Attention in Recurrent Neural Networks for Ransomware Detection
Rakshit Agrawal, Jack W. Stokes, Karthik Selvaraj, Mady Marinescu
2019 International Conference on Acoustics, Speech, and Signal Processing | May 2019
Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback
Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll
2019 International Conference on Acoustics, Speech, and Signal Processing | April 2019
ZDVUE: Prioritization of JavaScript Attacks To Discover New Vulnerabilities
Sandeep Karanth, Srivatsan Laxman, Prasad Naldurg, Ramarathnam Venkatesan
Proceedings of the Fourth ACM Workshop on Artificial Intelligence and Security (AISEC 2011) | October 2011
-
Block-wise Non-Malleable Codes
Nishanth Chandran, Vipul Goyal, Pratyay Mukherjee, Omkant Pandey, Jalaj Upadhyay
ICALP 2016 | June 2016
Strength in Numbers: Robust Tamper Detection in Crowd Computations
Bimal Viswanath, Muhammad Ahmad Bashir, Muhammad Bilal Zafar, Simon Bouget, Saikat Guha, Krishna Gummadi, Aniket Kate, Alan Mislove
Proceedings of the ACM Conference on Online Social Networks (COSN) | November 2015
The Hidden Graph Model: Communication Locality and Optimal Resiliency with Adaptive Faults
Nishanth Chandran, Wutichai Chongchitmate, Juan A. Garay, Shafi Goldwasser, Rafail Ostrovsky, Vassilis Zikas
Proceedings of the 2015 Conference on Innovations in Theoretical Computer Science, ITCS 2015, Rehovot, Israel, January 11-13, 2015 | January 2015
ISBN: 978-1-4503-3333-7
Achieving Privacy in Verifiable Computation with Multiple Servers – Without FHE and without Pre-processing
Prabhanjan Ananth, Nishanth Chandran, Vipul Goyal, Bhavana Kanukurthi, Rafail Ostrovsky
Public-Key Cryptography – PKC 2014 – 17th International Conference on Practice and Theory in Public-Key Cryptography, Buenos Aires, Argentina | March 2014
ISBN: 978-3-642-54630-3
Locally Updatable and Locally Decodable Codes
Nishanth Chandran, Bhavana Kanukurthi, Rafail Ostrovsky
Theory of Cryptography – 11th Theory of Cryptography Conference, TCC 2014, San Diego, CA, USA, February 24-26, 2014. Proceedings | March 2014
ISBN: 978-3-642-54241-1
Position-Based Quantum Cryptography: Impossibility and Constructions
Harry Buhrman, Nishanth Chandran, Serge Fehr, Ran Gelles, Vipul Goyal, Rafail Ostrovsky, Christian Schaffner
SIAM Journal on Computing | January 2014, Vol 43: pp. 150-178
Position-Based Quantum Cryptography: Impossibility and Constructions
Harry Buhrman, Nishanth Chandran, Serge Fehr, Ran Gelles, Vipul Goyal, Rafail Ostrovsky, Christian Schaffner
Advances in Cryptology – CRYPTO 2011 – 31st Annual Cryptology Conference, Santa Barbara, CA, USA, August 14-18, 2011. Proceedings | August 2011
ISBN: 978-3-642-22791-2
Position Based Cryptography
Nishanth Chandran, Vipul Goyal, Ryan Moriarty, Rafail Ostrovsky
Advances in Cryptology – CRYPTO 2009, 29th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 16-20, 2009. Proceedings | August 2009
ISBN: 978-3-642-03355-1
A Secure Cryptographic Token Interface
Christian Cachin, Nishanth Chandran
Proceedings of the 22nd IEEE Computer Security Foundations Symposium, CSF 2009, Port Jefferson, New York, USA, July 8-10, 2009 | July 2009
ISBN: 978-0-7695-3712-2
-
Position-Based Quantum Cryptography: Impossibility and Constructions
Harry Buhrman, Nishanth Chandran, Serge Fehr, Ran Gelles, Vipul Goyal, Rafail Ostrovsky, Christian Schaffner
SIAM Journal on Computing | January 2014, Vol 43: pp. 150-178
Position-Based Quantum Cryptography: Impossibility and Constructions
Harry Buhrman, Nishanth Chandran, Serge Fehr, Ran Gelles, Vipul Goyal, Rafail Ostrovsky, Christian Schaffner
Advances in Cryptology – CRYPTO 2011 – 31st Annual Cryptology Conference, Santa Barbara, CA, USA, August 14-18, 2011. Proceedings | August 2011
ISBN: 978-3-642-22791-2
-
ZDVUE: Prioritization of JavaScript Attacks To Discover New Vulnerabilities
Sandeep Karanth, Srivatsan Laxman, Prasad Naldurg, Ramarathnam Venkatesan
Proceedings of the Fourth ACM Workshop on Artificial Intelligence and Security (AISEC 2011) | October 2011
Discovering frequent patterns in sensitive data
Raghav Bhaskar, Srivatsan Laxman
16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2010), Washington, DC, USA | July 2010
Publications by Type
-
Hacksaw: Hardware-Centric Kernel Debloating via Device Inventory and Dependency Analysis
Zhenghao Hu, Sangho Lee, Marcus Peinado
30th ACM Conference on Computer and Communications Security (CCS 2023) | November 2023
Rethinking System Audit Architectures for High Event Coverage and Synchronous Log Availability
Varun Gandhi, Sarbartha Banerjee, Aniket Agrawal, Adil Ahmad, Sangho Lee, Marcus Peinado
32nd USENIX Security Symposium (Security 2023) | August 2023
APRON: Authenticated and Progressive System Image Renovation
2023 USENIX Annual Technical Conference (ATC 2023) | July 2023
DeView: Confining Progressive Web Applications by Debloating Web APIs
ChangSeok Oh, Sangho Lee, Chenxiong Qian, Hyungjoon Koo, Wenke Lee
38th Annual Computer Security Applications Conference (ACSAC 2022) | December 2022
Spacelord: Private and Secure Smart Space Sharing
Yechan Bae, Sarbartha Banerjee, Sangho Lee, Marcus Peinado
38th Annual Computer Security Applications Conference (ACSAC 2022) | December 2022
I Know Your Triggers: Defending against Textual Backdoor Attacks with Benign Backdoor Augmentation
Yue Gao, Jack W. Stokes, Manoj Prasad, Andrew T. Marshall, Kassem Fawaz, Emre Kiciman
Military Communications Conference | November 2022
Pridwen: Universally Hardening SGX Programs via Load-Time Synthesis
Fan Sang, Ming-Wei Shih, Sangho Lee, Xiaokuan Zhang, Michael Steiner, Mona Vij, Taesoo Kim
2022 USENIX Annual Technical Conference (ATC 2022) | July 2022
Long-Term Study of Honeypots in a Public Cloud
Rakshit Agrawal, Jack W. Stokes, Lukas Rist, Ryan Littlefield, Xun Fan, Ken Hollis, Zane Coppedge, Noah Chesterman, Christian Seifert
2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks | June 2022
HardLog: Practical Tamper-Proof System Auditing Using a Novel Audit Device
Adil Ahmad, Sangho Lee, Marcus Peinado
43rd IEEE Symposium on Security and Privacy (Oakland 2022) | May 2022
URLTran: Improving Phishing URL Detection Using Transformers
Pranav Maneriker, Jack W. Stokes, Edir Garcia Lazo, Diana Carutasu, Farid Tajaddodianfar, Arun Gururajan
Military Communications Conference | November 2021
Beyond Lp Norms: Delving Deeper Into Robustness to Physical Image Transformations
Vikash Sehwag, Jack W. Stokes, Cha Zhang
Military Communications Conference | November 2021
Preventing Machine Learning Poisoning Attacks Using Authentication and Provenance
Jack W. Stokes, Paul England, Kevin Kane
Military Communications Conference | November 2021
Designing Media Provenance Indicators to Combat Fake Media
Imani N. Sherman, Jack W. Stokes, Elissa M. Redmiles
International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
Living-Off-The-Land Command Detection Using Active Learning
Talha Ongun, Jack W. Stokes, Jonathan Bar Or, Ke Tian, Farid Tajaddodianfar, Joshua Neil, Christian Seifert, Alina Oprea, John C. Platt
International Symposium on Research in Attacks, Intrusions and Defenses | October 2021
Detection of Malicious DNS and Web Servers Using Graph-Based Approaches
Jinyuan Jia, Zheng Dong, Jie Li, Jack W. Stokes
IEEE International Conference on Acoustics, Speech and Signal Processing | June 2021
KARD: Lightweight Data Race Detection with Per-Thread Memory Protection
Adil Ahmad, Sangho Lee, Pedro Fonseca, Byoungyoung Lee
International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | April 2021
Multi-Stakeholder Media Provenance Management to Counter Synthetic Media Risks in News Publishing
J. Aythora, R. Burke‐Agüero, A. Chamayou, S. Clebsch, M. Costa, N. Earnshaw, L. Ellis, P. England, C. Fournet, M. Gaylor, C. Halford, E. Horvitz, A. Jenks, K. Kane, M. Lavallee, S. Lowenstein, B. MacCormack, H. S. Malvar, S. O'Brien, J. Parnall, E. M. Redmiles, A. Shamis, I. Sharma, J. W. Stokes, S. Wenker, A. Zaman
International Broadcasting Convention (IBC) | September 2020
Detection of Malicious Vbscript Using Static and Dynamic Analysis with Recurrent Deep Learning
Jack W. Stokes, Rakshit Agrawal, Geoff McDonald
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020
Actor Critic Deep Reinforcement Learning for Neural Malware Control
Yu Wang, Jack W. Stokes, Mady Marinescu
Proceedings of the AAAI Conference on Artificial Intelligence | February 2020
ScriptNet: Neural Static Analysis for Malicious JavaScript Detection
Jack W. Stokes, Rakshit Agrawal, Geoff McDonald, Matthew Hausknecht
IEEE Military Communications Conference (MILCOM) | November 2019
Neural Malware Control with Deep Reinforcement Learning
Yu Wang, Jack W. Stokes, Mady Marinescu
IEEE Military Communications Conference (MILCOM) | November 2019
Detection of Prevalent Malware Families with Deep Learning
Jack W. Stokes, Christian Seifert, Jerry Li, Nizar Hejazi
2019 Military Communications Conference | October 2019
All Your Clicks Belong to Me: Investigating Click Interception on the Web
Mingxue Zhang, Wei Meng, Sangho Lee, Byoungyoung Lee, Xinyu Xing
28th USENIX Security Symposium (Security 2019) | August 2019
libmpk: Software Abstraction for Intel Memory Protection Keys (Intel MPK)
Soyeon Park, Sangho Lee, Wen Xu, Hyungon Moon, Taesoo Kim
2019 USENIX Annual Technical Conference (ATC 2019) | July 2019
Dominance as a New Trusted Computing Primitive for the Internet of Things
Meng Xu, Manuel Huber, Zhichuang Sun, Paul England, Marcus Peinado, Sangho Lee, Andrey Marochko, Dennis Mattoon, Rob Spiger (CELA), Stefan Thom
40th IEEE Symposium on Security and Privacy (Oakland 2019) | May 2019
Attention in Recurrent Neural Networks for Ransomware Detection
Rakshit Agrawal, Jack W. Stokes, Karthik Selvaraj, Mady Marinescu
2019 International Conference on Acoustics, Speech, and Signal Processing | May 2019
Detecting Cyber Attacks Using Anomaly Detection with Explanations and Expert Feedback
Amran Siddiqui, Jack W. Stokes, Christian Seifert, Evan Argyle, Robert McCann, Joshua Neil, Justin Carroll
2019 International Conference on Acoustics, Speech, and Signal Processing | April 2019
Latte: Large-Scale Lateral Movement Detection
Qingyun Liu, Jack W. Stokes, Rob Mead, Tim Burrell, Ian Hellen, John Lambert, Andrey Marochko, Weidong Cui
IEEE Military Communications Conference (MILCOM) | October 2018
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
Jack W. Stokes, De Wang, Mady Marinsescu, Marc Marino, Brian Bussone
IEEE Military Communications Conference (MILCOM) | October 2018
Robust Neural Malware Detection Models for Emulation Sequence Learning
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018 Military Communications Conference | June 2018
Neural Sequential Malware Detection with Parameters
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu, Karthik Selvaraj
2018 International Conference on Acoustics, Speech, and Signal Processing | April 2018
Hierarchical Learning for Automated Malware Classification
Shayok Chakraborty, Jack W. Stokes, Lin Xiao, Dengyong Zhou, Mady Marinescu, Anil Thomas
Proceedings of the Military Communication Conference (MILCOM) | October 2017
Hacking in Darkness: Return-oriented Programming against Secure Enclaves
Jaehyuk Lee, Jinsoo Jang, Yeongjin Jang, Nohyun Kwak, Yeseul Choi, Chongho Choi, Taesoo Kim, Marcus Peinado, Brent Byunghoon Kang
26th USENIX Security Symposium (USENIX Security 17) | August 2017
Inferring Fine-grained Control Flow Inside SGX Enclaves with Branch Shadowing
Sangho Lee, Ming-Wei Shih, Prasun Gera, Taesoo Kim, Hyesoon Kim, Marcus Peinado
26th USENIX Security Symposium (USENIX Security 17) | August 2017
High-Resolution Side Channels for Untrusted Operating Systems
Marcus Hähnel, Weidong Cui, Marcus Peinado
2017 USENIX Annual Technical Conference (ATC’17) | July 2017
GRIFFIN: Guarding Control Flows Using Intel Processor Trace
Xinyang Ge, Weidong Cui, Trent Jaeger
Proceedings of the 22nd ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | April 2017
Malware Classification with LSTM and GRU Language Models and a Character-Level CNN
Ben Athiwaratkun, Jack W. Stokes
Proceedings IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) | March 2017
T-SGX: Eradicating Controlled-Channel Attacks Against Enclave Programs
Ming-Wei Shih, Sangho Lee, Taesoo Kim, Marcus Peinado
Network and Distributed System Security Symposium 2017 (NDSS’17) | February 2017
MART: Targeted attack detection on a compromised network
Jack W. Stokes, Himanshu Chandola, Christian Seifert, Tim Burrell
2016 Military Communications Conference | October 2016
Block-wise Non-Malleable Codes
Nishanth Chandran, Vipul Goyal, Pratyay Mukherjee, Omkant Pandey, Jalaj Upadhyay
ICALP 2016 | June 2016
Strength in Numbers: Robust Tamper Detection in Crowd Computations
Bimal Viswanath, Muhammad Ahmad Bashir, Muhammad Bilal Zafar, Simon Bouget, Saikat Guha, Krishna Gummadi, Aniket Kate, Alan Mislove
Proceedings of the ACM Conference on Online Social Networks (COSN) | November 2015
Geppetto: Versatile Verifiable Computation
Craig Costello, Cédric Fournet, Jon Howell, Markulf Kohlweiss, Benjamin Kreuter, Michael Naehrig, Bryan Parno, Samee Zahur
Proceedings of the IEEE Symposium on Security and Privacy | May 2015
The Hidden Graph Model: Communication Locality and Optimal Resiliency with Adaptive Faults
Nishanth Chandran, Wutichai Chongchitmate, Juan A. Garay, Shafi Goldwasser, Rafail Ostrovsky, Vassilis Zikas
Proceedings of the 2015 Conference on Innovations in Theoretical Computer Science, ITCS 2015, Rehovot, Israel, January 11-13, 2015 | January 2015
ISBN: 978-1-4503-3333-7
Characterizing Large-Scale Click Fraud in ZeroAccess
Paul Pearce, Vacha Dave, Chris Grier, Kirill Levchenko, Saikat Guha, Damon McCoy, Vern Paxson, Stefan Savage, Geoffrey M. Voelker
Proceedings of the 21st ACM Conference on Computer and Communications Security (CCS) | November 2014
Towards Detecting Anomalous User Behavior in Online Social Networks
Bimal Viswanath, Muhammad Ahmad Bashir, Mark Crovella, Saikat Guha, Krishna Gummadi, Balachander Krishnamurthy, Alan Mislove
Proceedings of the 23rd USENIX Security Symposium (USENIX Security) | August 2014
Bootstrapping Privacy Compliance in Big Data Systems
Shayak Sen, Saikat Guha, Anupam Dutta, Sriram Rajamani, Janice Tsai, Jeannette Wing
Proceedings of the 35th IEEE Symposium on Security & Privacy (Oakland) | May 2014
Achieving Privacy in Verifiable Computation with Multiple Servers – Without FHE and without Pre-processing
Prabhanjan Ananth, Nishanth Chandran, Vipul Goyal, Bhavana Kanukurthi, Rafail Ostrovsky
Public-Key Cryptography – PKC 2014 – 17th International Conference on Practice and Theory in Public-Key Cryptography, Buenos Aires, Argentina | March 2014
ISBN: 978-3-642-54630-3
Locally Updatable and Locally Decodable Codes
Nishanth Chandran, Bhavana Kanukurthi, Rafail Ostrovsky
Theory of Cryptography – 11th Theory of Cryptography Conference, TCC 2014, San Diego, CA, USA, February 24-26, 2014. Proceedings | March 2014
ISBN: 978-3-642-54241-1
Verito: A Practical System for Transparency and Accountability in Virtual Economies
Raghav Bhaskar, Saikat Guha, Srivatsan Laxman, Prasad Naldurg
Proceedings of the Network and Distributed Systems Security Symposium (NDSS) | February 2013
Proceedings of the Network and Distributed Systems Security Symposium (NDSS)
Congestion Lower Bounds for Secure In-network Aggregation
Raghav Bhaskar
ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec ’12) | April 2012
ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec '12)
Noiseless Database Privacy
Raghav Bhaskar, Abhishek Bhowmick, Vipul Goyal, Srivatsan Laxman, Abhradeep Thakurta
Proceedings of the Seventeenth International Conference on Theory and Application of Cryptology and Information Security, ASIACRYPT 2011 | December 2011
Proceedings of the Seventeenth International Conference on Theory and Application of Cryptology and Information Security, ASIACRYPT 2011
ZDVUE: Prioritization of JavaScript Attacks To Discover New Vulnerabilities
Sandeep Karanth, Srivatsan Laxman, Prasad Naldurg, Ramarathnam Venkatesan
Proceedings of the Fourth ACM Workshop on Artificial Intelligence and Security (AISEC 2011) | October 2011
Position-Based Quantum Cryptography: Impossibility and Constructions
Harry Buhrman, Nishanth Chandran, Serge Fehr, Ran Gelles, Vipul Goyal, Rafail Ostrovsky, Christian Schaffner
Advances in Cryptology – CRYPTO 2011 – 31st Annual Cryptology Conference, Santa Barbara, CA, USA, August 14-18, 2011. Proceedings | August 2011
ISBN: 978-3-642-22791-2
Discovering frequent patterns in sensitive data
Raghav Bhaskar, Srivatsan Laxman
16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2010), Washington, DC, USA | July 2010
Position Based Cryptography
Nishanth Chandran, Vipul Goyal, Ryan Moriarty, Rafail Ostrovsky
Advances in Cryptology – CRYPTO 2009, 29th Annual International Cryptology Conference, Santa Barbara, CA, USA, August 16-20, 2009. Proceedings | August 2009
ISBN: 978-3-642-03355-1
A Secure Cryptographic Token Interface
Christian Cachin, Nishanth Chandran
Proceedings of the 22nd IEEE Computer Security Foundations Symposium, CSF 2009, Port Jefferson, New York, USA, July 8-10, 2009 | July 2009
ISBN: 978-0-7695-3712-2
-
Memory Protection Keys: Facts, Key Extension Perspectives, and Discussions
Soyeon Park, Sangho Lee, Taesoo Kim
IEEE Security & Privacy | May 2023, Vol 21(3)
Tracking Adoption of Revocation and Cryptographic Features in X.509 Certificates
Maryam Zulfiqar, Muhammad Umar Janjua, Muhammad Hassan, Talha Ahmad, Tania; Saleem, Jack W. Stokes
International Journal of Information Security | November 2021
Position-Based Quantum Cryptography: Impossibility and Constructions
Harry Buhrman, Nishanth Chandran, Serge Fehr, Ran Gelles, Vipul Goyal, Rafail Ostrovsky, Christian Schaffner
SIAM Journal on Computing | January 2014, Vol 43: pp. 150-178
-
Radial Spike and Slab Bayesian Neural Networks for Sparse Data in Ransomware Attacks
Jurijs Nazarovs, Jack W. Stokes, Melissa Turcotte, Justin Carroll, Itai Grady
May 2022
-
Designing Indicators to Combat Fake Media
Imani N. Sherman, Elissa M. Redmiles, Jack W. Stokes
October 2020
-
COVID19 Data Donation Survey Methodology Summary
Elissa M. Redmiles, John Krumm
MSR-TR-2020-22 | July 2020
Published by Microsoft
Pattern Mining for Future Attacks
Sandeep Karanth, Srivatsan Laxman, Prasad Naldurg, Ramarathnam Venkatesan, J. Lambert, Jinwook Shin
MSR-TR-2010-100 | July 2010
People
Cormac Herley
Principal Researcher
Marcus Peinado
Architect
Jay Stokes
Principal Research Software Engineer
Dennis Mattoon
Principal Software Development Engineer
Eric Peterson
Researcher
Sangho Lee
Senior Researcher