| 2026 | AsiaCCS | Taming Data Challenges in ML-based Security Tasks Using Generative AI. | Shravya Kanchi, Neal Mangaokar, Aravind Cheruvu, Sifat Muhammad Abdullah, Shirin Nilizadeh, Atul Prakash, Bimal Viswanath |
| 2025 | ICCV | Class-Proportional Coreset Selection for Difficulty-Separable Data. | Elisa Tsai, Haizhong Zheng, Atul Prakash |
| 2025 | ICLR | ELFS: Label-Free Coreset Selection with Proxy Training Dynamics. | Haizhong Zheng, Elisa Tsai, Yifu Lu, Jiachen Sun, Brian R. Bartoldson, Bhavya Kailkhura, Atul Prakash |
| 2025 | ICML | Test-Time Canonicalization by Foundation Models for Robust Perception. | Utkarsh Singhal, Ryan Feng, Stella X. Yu, Atul Prakash |
| 2025 | WWW | Harmful Terms and Where to Find Them: Measuring and Modeling Unfavorable Financial Terms and Conditions in Shopping Websites at Scale. | Elisa Tsai, Neal Mangaokar, Boyuan Zheng, Haizhong Zheng, Atul Prakash |
| 2024 | ACL | PRP: Propagating Universal Perturbations to Attack Large Language Model Guard-Rails. | Neal Mangaokar, Ashish Hooda, Jihye Choi, Shreyas Chandrashekaran, Kassem Fawaz, Somesh Jha, Atul Prakash |
| 2024 | ECCV | Leveraging Hierarchical Feature Sharing for Efficient Dataset Condensation. | Haizhong Zheng, Jiachen Sun, Shutong Wu, Bhavya Kailkhura, Z. Morley Mao, Chaowei Xiao, Atul Prakash |
| 2024 | ICLR | CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception. | Jiachen Sun, Haizhong Zheng, Qingzhao Zhang, Atul Prakash, Zhuoqing Mao, Chaowei Xiao |
| 2024 | NDSS | Modeling and Detecting Internet Censorship Events. | Elisa Tsai, Ram Sundara Raman, Atul Prakash, Roya Ensafi |
| 2024 | WACV | D4: Detection of Adversarial Diffusion Deepfakes Using Disjoint Ensembles. | Ashish Hooda, Neal Mangaokar, Ryan Feng, Kassem Fawaz, Somesh Jha, Atul Prakash |
| 2023 | CCS | Stateful Defenses for Machine Learning Models Are Not Yet Secure Against Black-box Attacks. | Ryan Feng, Ashish Hooda, Neal Mangaokar, Kassem Fawaz, Somesh Jha, Atul Prakash |
| 2023 | ICLR | Coverage-centric Coreset Selection for High Pruning Rates. | Haizhong Zheng, Rui Liu, Fan Lai, Atul Prakash |
| 2023 | ICML | Concept-based Explanations for Out-of-Distribution Detectors. | Jihye Choi, Jayaram Raghuram, Ryan Feng, Jiefeng Chen, Somesh Jha, Atul Prakash |
| 2021 | CVPR | MAZE: Data-Free Model Stealing Attack Using Zeroth-Order Gradient Estimation. | Sanjay Kariyappa, Atul Prakash, Moinuddin K. Qureshi |
| 2021 | ICLR | Protecting DNNs from Theft using an Ensemble of Diverse Models. | Sanjay Kariyappa, Atul Prakash, Moinuddin K. Qureshi |
| 2020 | CVPR | Efficient Adversarial Training With Transferable Adversarial Examples. | Haizhong Zheng, Ziqi Zhang, Juncheng Gu, Honglak Lee, Atul Prakash |
| 2019 | SP | A Study of Vulnerability Analysis of Popular Smart Devices Through Their Companion Apps. | Davino Mauro Junior, Luis Melo, Hao Lu, Marcelo d'Amorim, Atul Prakash |
| 2018 | CVPR | Robust Physical-World Attacks on Deep Learning Visual Classification. | Kevin Eykholt, Ivan Evtimov, Earlence Fernandes, Bo Li, Amir Rahmati, Chaowei Xiao, Atul Prakash, Tadayoshi Kohno, Dawn Song |
| 2018 | NDSS | Decentralized Action Integrity for Trigger-Action IoT Platforms. | Earlence Fernandes, Amir Rahmati, Jaeyeon Jung, Atul Prakash |
| 2017 | Mobisys | Heimdall: A Privacy-Respecting Implicit Preference Collection Framework. | Amir Rahmati, Earlence Fernandes, Kevin Eykholt, Xinheng Chen, Atul Prakash |
| 2017 | NDSS | ContexloT: Towards Providing Contextual Integrity to Appified IoT Platforms. | Yunhan Jack Jia, Qi Alfred Chen, Shiqi Wang, Amir Rahmati, Earlence Fernandes, Zhuoqing Morley Mao, Atul Prakash |
| 2016 | FC | Android UI Deception Revisited: Attacks and Defenses. | Earlence Fernandes, Qi Alfred Chen, Justin Paupore, Georg Essl, J. Alex Halderman, Zhuoqing Morley Mao, Atul Prakash |
| 2016 | SP | Security Analysis of Emerging Smart Home Applications. | Earlence Fernandes, Jaeyeon Jung, Atul Prakash |
| 2015 | DSN | Decomposable Trust for Android Applications. | Earlence Fernandes, Ajit Aluri, Alexander Crowell, Atul Prakash |
| 2015 | HotOS | Practical Always-on Taint Tracking on Mobile Devices. | Justin Paupore, Earlence Fernandes, Atul Prakash, Sankardas Roy, Xinming Ou |
| 2014 | CCS | OASIS: Operational Access Sandboxes for Information Security. | Mauro Conti, Earlence Fernandes, Justin Paupore, Atul Prakash, Daniel Simionato |
| 2014 | HPDC | Cloud computing data capsules for non-consumptiveuse of texts. | Jiaan Zeng, Guangchen Ruan, Alexander Crowell, Atul Prakash, Beth Plale |
| 2013 | COMPSAC | Expose: Discovering Potential Binary Code Re-use. | Beng Heng Ng, Atul Prakash |
| 2013 | ICISS | Let the Right One in: Discovering and Mitigating Permission Gaps. | Beng Heng Ng, Atul Prakash |
| 2012 | CCS | Adaptive semi-private email aliases. | Beng Heng Ng, Alexander Crowell, Atul Prakash |
| 2011 | ACSAC | Distilling critical attack graph surface iteratively through minimum-cost SAT solving. | Heqing Huang, Su Zhang, Xinming Ou, Atul Prakash, Karem A. Sakallah |
| 2010 | UIST | Bringing the field into the lab: supporting capture and replay of contextual data for the design of context-aware applications. | Mark W. Newman, Mark S. Ackerman, Jungwoo Kim, Atul Prakash, Zhenan Hong, Jacob Mandel, Tao Dong |
| 2010 | SRDS | A Study on Latent Vulnerabilities. | Beng Heng Ng, Xin Hu, Atul Prakash |
| 2009 | SP | Quantifying Information Leaks in Outbound Web Traffic. | Kevin Borders, Atul Prakash |
| 2009 | SecureComm | Ensemble: Community-Based Anomaly Detection for Popular Applications. | Feng Qian, Zhiyun Qian, Zhuoqing Morley Mao, Atul Prakash |
| 2008 | CSCW | Social networks and context-aware spam. | Garrett Brown, Travis Howe, Micheal Ihbe, Atul Prakash, Kevin Borders |
| 2008 | Middleware | Prism: Providing Flexible and Fast Filesystem Cloning Service for Virtual Servers. | Xin Zhao, Kevin Borders, Atul Prakash |
| 2008 | SOUPS | Analyzing websites for user-visible security design flaws. | Laura Falk, Atul Prakash, Kevin Borders |
| 2007 | ACSAC | Spector: Automatically Analyzing Shell Code. | Kevin Borders, Atul Prakash, Mark Zielinski |
| 2007 | ICISS | Security in Practice - Security-Usability Chasm. | Atul Prakash |
| 2007 | SecureComm | OpenFire: Using deception to reduce network attacks. | Kevin Borders, Laura Falk, Atul Prakash |
| 2006 | ASSETS | Introduction to the talking points project. | Scott Gifford, Jim Knox, Jonathan James, Atul Prakash |
| 2006 | SP | Siren: Catching Evasive Malware (Short Paper). | Kevin Borders, Xin Zhao, Atul Prakash |
| 2005 | CCS | CPOL: high-performance policy evaluation. | Kevin Borders, Xin Zhao, Atul Prakash |
| 2005 | Middleware | SVGrid: a secure virtual environment for untrusted grid applications. | Xin Zhao, Kevin Borders, Atul Prakash |
| 2004 | CCS | Web tap: detecting covert web traffic. | Kevin Borders, Atul Prakash |
| 2002 | SP | Methods and Limitations of Security Policy Reconciliation. | Patrick D. McDaniel, Atul Prakash |
| 2000 | CSCW | Developing adaptive groupware applications using a mobile component framework. | Radu Litiu, Atul Prakash |
| 1999 | HotOS | The Case for Better Throughput Estimation. | Brian Noble, Li Li, Atul Prakash |
| 1999 | ICDCS | Stateful Group Communication Services. | Radu Litiu, Atul Prakash |
| 1998 | EDOC | Adaptive group communication services for groupware systems. | Radu Litiu, Atul Prakash |
| 1998 | SRDS | Tolerating Client and Communication Failures in Distributed Groupware Systems. | Hyong Sop Shim, Atul Prakash |
| 1997 | ECSCW | Providing Flexible Services for Managing Shared State in Collaborative Systems. | Hyong Sop Shim, Robert W. Hall, Atul Prakash, Farnam Jahanian |
| 1997 | ICDCS | Concurrency Control and View Notification Algorithms for Collaborative Replicated Objects. | Robert E. Strom, Guruduth Banavar, Kevan Miller, Atul Prakash, Michael Ward |
| 1996 | CSCW | Corona: A Communication Service for Scalable, Reliable Group Collaboration Systems. | Robert W. Hall, Amit G. Mathur, Farnam Jahanian, Atul Prakash, Craig Rassmussen |
| 1996 | CSCW | Supporting Multi-User, Multi-Applet Workspaces in CBE. | Jang Ho Lee, Atul Prakash, Trent Jaeger, Gwobaw Wu |
| 1995 | ECSCW | The Session Capture and Replay Paradigm for Asynchronous Collaboration. | Nelson R. Manohar, Atul Prakash |
| 1995 | Group | Management and utilization of knowledge for the automatic improvement of workflow performance. | Trent Jaeger, Atul Prakash |
| 1995 | ICDCS | Computer Supported Cooperative Work: New Challenges or Old Problems (Panel). | Tom Rodden, Paul Dourish, Lennart E. Fahln, Chris Greenhalgh, Atul Prakash, John Riedl |
| 1995 | SEKE | Representation and Adaptation of Organization Coordination Knowledge for Autonomous Agent Systems. | Trent Jaeger, Atul Prakash |
| 1994 | CCS | Support for the File System Security Requirements of Computational E-Mail Systems. | Trent Jaeger, Atul Prakash |
| 1994 | CHI | The upper atmospheric research collaboratory. | Susan E. McDaniel, Gary M. Olson, Terry E. Weymouth, Craig E. Rasmussen, Atul Prakash, C. Robert Clauer, Daniel E. Atkins, Ramani Penmetsa, Nelson R. Manohar, Hyong Sop Shim |
| 1994 | CSCW | DistView: Support for Building Efficient Collaborative Applications Using Replicated Objects. | Atul Prakash, Hyong Sop Shim |
| 1994 | ICTAI | A Framework for Automatic Improvement of Workflows to Meet Performance Goals. | Trent Jaeger, Atul Prakash, Masayuki Ishikawa |
| 1993 | SEKE | BIZSPEC: A Business-Oriented Model for Specification and Analysis of Office Information Systems. | Trent Jaeger, Atul Prakash |
| 1992 | CSCW | Design Considerations in Choosing Operations for Building Groupware Systems. | Atul Prakash, Michael J. Knister |
| 1992 | CSCW | Undoing Actions in Collaborative Work. | Atul Prakash, Michael J. Knister |
| 1990 | CSCW | DistEdit: A Distributed Toolkit for Supporting Multiple Group Editors. | Michael J. Knister, Atul Prakash |
| 1988 | ICDCS | Hierarchical Distributed Simulations. | Atul Prakash, C. V. Ramamoorthy |