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ORCIDSaurabh Bagchi
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- affiliation: Purdue University, West Lafayette, USA
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2020 – today
- 2023
[j51]Mustafa Abdallah
, Byung-Gun Joung, Wo Jae Lee, Charilaos Mousoulis, Nithin Raghunathan, Ali Shakouri, John W. Sutherland, Saurabh Bagchi:
Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets. Sensors 23(1): 486 (2023)- [i38]Xiang Li, Mustafa Abdallah, Shikhar Suryavansh, Mung Chiang, Saurabh Bagchi:
DAG-based Task Orchestration for Edge Computing. CoRR abs/2301.09278 (2023) - [i37]Charilaos Mousoulis, Pengcheng Wang, Nguyen Luu Do, Jose Fernando Waimin, Nithin Raghunathan, Rahim Rahimi, Ali Shakouri, Saurabh Bagchi:
An Open Dataset of Sensor Data from Soil Sensors and Weather Stations at Production Farms. CoRR abs/2302.09072 (2023) - [i36]Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi:
Secure Aggregation in Federated Learning is not Private: Leaking User Data at Large Scale through Model Modification. CoRR abs/2303.12233 (2023) - [i35]Joshua C. Zhao, Ahmed Roushdy Elkordy, Atul Sharma, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi:
The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning. CoRR abs/2303.14868 (2023) - [i34]Adithya Bhat, Akhil Bandarupalli, Manish Nagaraj, Saurabh Bagchi, Aniket Kate, Michael K. Reiter:
EESMR: Energy Efficient BFT-SMR for the masses. CoRR abs/2304.04998 (2023) - 2022
- [j50]Christopher Wright, William A. Moeglein, Saurabh Bagchi, Milind Kulkarni, Abraham A. Clements:
Challenges in Firmware Re-Hosting, Emulation, and Analysis. ACM Comput. Surv. 54(1): 5:1-5:36 (2022) - [j49]Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Eshaan Minocha, Sameh Elnikety, Saurabh Bagchi, Somali Chaterji:
WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows. Proc. ACM Meas. Anal. Comput. Syst. 6(2): 26:1-26:28 (2022) - [j48]Aritra Mitra, John A. Richards, Saurabh Bagchi, Shreyas Sundaram:
Distributed State Estimation Over Time-Varying Graphs: Exploiting the Age-of-Information. IEEE Trans. Autom. Control. 67(12): 6349-6365 (2022) - [j47]Ran Xu, Rakesh Kumar, Pengcheng Wang, Peter Bai, Ganga Meghanath, Somali Chaterji, Subrata Mitra, Saurabh Bagchi:
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients. ACM Trans. Sens. Networks 18(1): 11:1-11:27 (2022) - [c173]Sheikh Shams Azam, Taejin Kim, Seyyedali Hosseinalipour, Carlee Joe-Wong, Saurabh Bagchi, Christopher G. Brinton:
Can we Generalize and Distribute Private Representation Learning? AISTATS 2022: 11320-11340 - [c172]Mustafa Abdallah, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Handong Zhao, Saurabh Bagchi:
AutoForecast: Automatic Time-Series Forecasting Model Selection. CIKM 2022: 5-14 - [c171]Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li:
Smartadapt: Multi-branch Object Detection Framework for Videos on Mobiles. CVPR 2022: 2518-2528 - [c170]Nathaniel Nauman, Ruochong Wu, Saurabh Bagchi:
Real-Time Digital Filtering for IoT Data in Programmable Network Switches. DSN (Supplements) 2022: 41-42 - [c169]Ran Xu, Jayoung Lee, Pengcheng Wang, Saurabh Bagchi, Yin Li, Somali Chaterji:
LiteReconfig: cost and content aware reconfiguration of video object detection systems for mobile GPUs. EuroSys 2022: 334-351 - [c168]Swagata Biswas, Himadri Sekhar Paul, Saurabh Bagchi:
An Analytical Study of Motion of Autonomous Vehicles under Imperfect Sensing. IROS 2022: 5123-5130 - [c167]Austin Ketterer, Asha Shekar, Edgardo Barsallo Yi, Saurabh Bagchi, Abraham A. Clements:
An Automated Approach to Re-Hosting Embedded Firmware by Removing Hardware Dependencies. ISSRE Workshops 2022: 19-24 - [c166]Azam Ikram, Sarthak Chakraborty, Subrata Mitra, Shiv Kumar Saini, Saurabh Bagchi, Murat Kocaoglu:
Root Cause Analysis of Failures in Microservices through Causal Discovery. NeurIPS 2022 - [c165]Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Sameh Elnikety, Somali Chaterji, Saurabh Bagchi:
ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs. OSDI 2022: 303-320 - [c164]Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Eshaan Minocha, Sameh Elnikety, Saurabh Bagchi, Somali Chaterji:
WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows. SIGMETRICS (Abstracts) 2022: 57-58 - [c163]Mustafa Abdallah, Daniel Woods, Parinaz Naghizadeh, Issa Khalil, Timothy N. Cason, Shreyas Sundaram, Saurabh Bagchi:
TASHAROK: Using Mechanism Design for Enhancing Security Resource Allocation in Interdependent Systems. IEEE Symposium on Security and Privacy 2022: 249-266 - [c162]Xiang Li, Mustafa Abdallah, Shikhar Suryavansh, Mung Chiang, Kwang Taik Kim, Saurabh Bagchi:
DAG-based Task Orchestration for Edge Computing. SRDS 2022: 23-34 - [e1]Paolo Bellavista, Kaiwen Zhang, Abdelouahed Gherbi, Saurabh Bagchi, Marta Patiño, Giuseppe Di Modica, Julien Gascon-Samson:
Middleware '22: 23rd International Middleware Conference, Quebec, QC, Canada, November 7 - 11, 2022. ACM 2022, ISBN 978-1-4503-9340-9 [contents] - [i33]Mustafa Abdallah, Byung-Gun Joung, Wo Jae Lee, Charilaos Mousoulis, John W. Sutherland, Saurabh Bagchi:
Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets. CoRR abs/2206.06355 (2022) - 2021
- [j46]Xiaofan Jiang, Heng Zhang, Edgardo Alberto Barsallo Yi, Nithin Raghunathan, Charilaos Mousoulis, Somali Chaterji, Dimitrios Peroulis, Ali Shakouri, Saurabh Bagchi:
Hybrid Low-Power Wide-Area Mesh Network for IoT Applications. IEEE Internet Things J. 8(2): 901-915 (2021) - [j45]Baibhab Chatterjee, Dong-Hyun Seo, Shramana Chakraborty, Shitij Avlani, Xiaofan Jiang, Heng Zhang, Mustafa Abdallah, Nithin Raghunathan, Charilaos Mousoulis, Ali Shakouri, Saurabh Bagchi, Dimitrios Peroulis, Shreyas Sen:
Context-Aware Collaborative Intelligence With Spatio-Temporal In-Sensor-Analytics for Efficient Communication in a Large-Area IoT Testbed. IEEE Internet Things J. 8(8): 6800-6814 (2021) - [j44]Aritra Mitra, John A. Richards, Saurabh Bagchi, Shreyas Sundaram:
Distributed Inference With Sparse and Quantized Communication. IEEE Trans. Signal Process. 69: 3906-3921 (2021) - [c161]Mustafa Abdallah, Daniel Woods, Parinaz Naghizadeh, Issa Khalil, Timothy N. Cason, Shreyas Sundaram, Saurabh Bagchi:
Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems. AsiaCCS 2021: 378-392 - [c160]Mustafa Abdallah, Timothy N. Cason, Saurabh Bagchi, Shreyas Sundaram:
The Effect of Behavioral Probability Weighting in a Simultaneous Multi-Target Attacker-Defender Game. ECC 2021: 933-938 - [c159]Vishal Shrivastav, Dimitrios Koutsonikolas, Saurabh Bagchi:
Ramps: Next Generation Platform for Real Time and Resilient IoT Analytics using MmWave and Programmable Switches. DIDL@Middleware 2021: 7-12 - [c158]Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji:
Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention. EMDL@MobiSys 2021: 19-24 - [c157]Mustafa Abdallah, Sayan Mitra, Shreyas Sundaram, Saurabh Bagchi:
HIOA-CPS: Combining Hybrid Input-Output Automaton and Game Theory for Security Modeling of Cyber-Physical Systems. SP Workshops 2021: 253-259 - [c156]Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi:
SONIC: Application-aware Data Passing for Chained Serverless Applications. USENIX Annual Technical Conference 2021: 285-301 - [i32]Mustafa Abdallah, Wo Jae Lee, Nithin Raghunathan, Charilaos Mousoulis, John W. Sutherland, Saurabh Bagchi:
Anomaly Detection through Transfer Learning in Agriculture and Manufacturing IoT Systems. CoRR abs/2102.05814 (2021) - [i31]Mustafa Abdallah, Timothy N. Cason, Saurabh Bagchi, Shreyas Sundaram:
The Effect of Behavioral Probability Weighting in a Simultaneous Multi-Target Attacker-Defender Game. CoRR abs/2103.03392 (2021) - [i30]Sean Kulinski, Saurabh Bagchi, David I. Inouye:
Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Tests. CoRR abs/2107.06929 (2021) - [i29]Pranjal Jain, Shreyas Goenka, Saurabh Bagchi, Biplab Banerjee, Somali Chaterji:
Federated Action Recognition on Heterogeneous Embedded Devices. CoRR abs/2107.12147 (2021) - [i28]Atul Sharma, Wei Chen, Joshua C. Zhao, Qiang Qiu, Somali Chaterji, Saurabh Bagchi:
TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks. CoRR abs/2110.10108 (2021) - [i27]Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji:
Virtuoso: Video-based Intelligence for real-time tuning on SOCs. CoRR abs/2112.13076 (2021) - [i26]Adithya Bhat, Akhil Bandarupalli, Saurabh Bagchi, Aniket Kate, Michael K. Reiter:
Apollo - Optimistically Linear and Responsive SMR. IACR Cryptol. ePrint Arch. 2021: 180 (2021) - 2020
- [j43]Saurabh Bagchi, Muhammad-Bilal Siddiqui, Paul Wood, Heng Zhang:
Dependability in edge computing. Commun. ACM 63(1): 58-66 (2020) - [j42]Saurabh Bagchi, Tarek F. Abdelzaher, Ramesh Govindan, Prashant J. Shenoy, Akanksha Atrey, Pradipta Ghosh, Ran Xu:
New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges. IEEE Internet Things J. 7(12): 11330-11346 (2020) - [j41]Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Henry Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari:
Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures. IEEE Open J. Comput. Soc. 1: 155-172 (2020) - [j40]Mustafa Abdallah, Parinaz Naghizadeh, Ashish Ranjan Hota, Timothy N. Cason, Saurabh Bagchi, Shreyas Sundaram:
Behavioral and Game-Theoretic Security Investments in Interdependent Systems Modeled by Attack Graphs. IEEE Trans. Control. Netw. Syst. 7(4): 1585-1596 (2020) - [c155]Heng Zhang, Amiya Kumar Maji, Saurabh Bagchi:
Privacy in the Mobile World: An Analysis of Bluetooth Scan Traces. CPSIOTSEC@CCS 2020: 61-65 - [c154]Mustafa Abdallah, Timothy N. Cason, Saurabh Bagchi, Shreyas Sundaram:
The Effect of Behavioral Probability Weighting in a Sequential Defender-Attacker Game. CDC 2020: 3255-3260 - [c153]Aritra Mitra, Saurabh Bagchi, Shreyas Sundaram:
Event-Triggered Distributed Inference. CDC 2020: 6228-6233 - [c152]Daniel Hu, Calvin Henry, Saurabh Bagchi:
The Effect of Motion on PPG Heart Rate Sensors. DSN (Supplements) 2020: 59-60 - [c151]Kshitiz Goel, Abhishek Bhaumick, Deepika Kaushal, Saurabh Bagchi:
Reliability Analysis of Edge Scenarios Using Pedestrian Mobility. DSN (Supplements) 2020: 61-62 - [c150]Nawanol Theera-Ampornpunt, Shikhar Suryavansh, Sameer Manchanda, Rajesh Krishna Panta, Kaustubh Joshi, Mostafa H. Ammar, Mung Chiang, Saurabh Bagchi:
AppStreamer: Reducing Storage Requirements of Mobile Games through Predictive Streaming. EWSN 2020: 37-48 - [c149]Heng Zhang, Michael A. Roth, Rajesh K. Panta, He Wang, Saurabh Bagchi:
CrowdBind: Fairness Enhanced Late Binding Task Scheduling in Mobile Crowdsensing. EWSN 2020: 61-72 - [c148]Ran Xu, Haoliang Wang, Stefano Petrangeli, Viswanathan Swaminathan, Saurabh Bagchi:
Closing-the-Loop: A Data-Driven Framework for Effective Video Summarization. ISM 2020: 201-205 - [c147]Edgardo Barsallo Yi, Heng Zhang, Amiya Kumar Maji, Kefan Xu, Saurabh Bagchi:
Vulcan: lessons on reliability of wearables through state-aware fuzzing. MobiSys 2020: 391-403 - [c146]Edgardo Barsallo Yi, Heng Zhang, Amiya Kumar Maji, Saurabh Bagchi:
Vulcan: a state-aware fuzzing tool for wear OS ecosystem. MobiSys 2020: 480-481 - [c145]Naif Saleh Almakhdhub, Abraham A. Clements, Saurabh Bagchi, Mathias Payer:
µRAI: Securing Embedded Systems with Return Address Integrity. NDSS 2020 - [c144]Sean Kulinski, Saurabh Bagchi, David I. Inouye:
Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Tests. NeurIPS 2020 - [c143]Ran Xu, Chen-Lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi:
ApproxDet: content and contention-aware approximate object detection for mobiles. SenSys 2020: 449-462 - [c142]Kavit Patel, Kyle Massa, Nithin Raghunathan, Heng Zhang, Ananth V. Iyer, Saurabh Bagchi:
Proactive privacy-preserving proximity prevention through bluetooth transceivers: poster abstract. SenSys 2020: 778-779 - [c141]Ashraf Mahgoub, Alexander Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi:
OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud. USENIX Annual Technical Conference 2020: 189-203 - [c140]Abraham A. Clements, Eric Gustafson, Tobias Scharnowski, Paul Grosen, David Fritz, Christopher Kruegel, Giovanni Vigna, Saurabh Bagchi, Mathias Payer:
HALucinator: Firmware Re-hosting Through Abstraction Layer Emulation. USENIX Security Symposium 2020: 1201-1218 - [i25]Somali Chaterji, Parinaz Naghizadeh, Muhammad Ashraful Alam, Saurabh Bagchi, Mung Chiang, David Corman, Brian J. Henz, Suman Jana, Na Li, Shaoshuai Mou, Meeko Oishi, Chunyi Peng, Tiark Rompf, Ashutosh Sabharwal, Shreyas Sundaram, James Weimer, Jennifer Weller:
Resilient Cyberphysical Systems and their Application Drivers: A Technology Roadmap. CoRR abs/2001.00090 (2020) - [i24]Mustafa Abdallah, Parinaz Naghizadeh, Ashish Ranjan Hota, Timothy N. Cason, Saurabh Bagchi, Shreyas Sundaram:
Behavioral and Game-Theoretic Security Investments in Interdependent Systems Modeled by Attack Graphs. CoRR abs/2001.03213 (2020) - [i23]Aritra Mitra, John A. Richards, Saurabh Bagchi, Shreyas Sundaram:
Distributed State Estimation over Time-Varying Graphs: Exploiting the Age-of-Information. CoRR abs/2001.07006 (2020) - [i22]Nawanol Theera-Ampornpunt, Shikhar Suryavansh, Sameer Manchanda, Rajesh K. Panta, Kaustubh Joshi, Mostafa H. Ammar, Mung Chiang, Saurabh Bagchi:
AppStreamer: Reducing Storage Requirements of Mobile Games through Predictive Streaming. CoRR abs/2001.08169 (2020) - [i21]Aritra Mitra, Saurabh Bagchi, Shreyas Sundaram:
Event-Triggered Distributed Inference. CoRR abs/2004.01302 (2020) - [i20]Mustafa Abdallah, Daniel Woods, Parinaz Naghizadeh, Issa Khalil, Timothy N. Cason, Shreyas Sundaram, Saurabh Bagchi:
BASCPS: How does behavioral decision making impact the security of cyber-physical systems? CoRR abs/2004.01958 (2020) - [i19]Saurabh Bagchi, Tarek F. Abdelzaher, Ramesh Govindan, Prashant J. Shenoy, Akanksha Atrey, Pradipta Ghosh, Ran Xu:
New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges. CoRR abs/2005.07338 (2020) - [i18]Baibhab Chatterjee, Dong-Hyun Seo, Shramana Chakraborty, Shitij Avlani, Xiaofan Jiang, Heng Zhang, Mustafa Abdallah, Nithin Raghunathan, Charilaos Mousoulis, Ali Shakouri, Saurabh Bagchi, Dimitrios Peroulis, Shreyas Sen:
Context-Aware Collaborative-Intelligence with Spatio-Temporal In-Sensor-Analytics for Efficient Communication in a Large-Area IoT Testbed. CoRR abs/2005.13003 (2020) - [i17]Xiaofan Jiang, Heng Zhang, Edgardo Alberto Barsallo Yi, Nithin Raghunathan, Charilaos Mousoulis, Somali Chaterji, Dimitrios Peroulis, Ali Shakouri, Saurabh Bagchi:
Hybrid Low-Power Wide-Area Mesh Network for IoT Applications. CoRR abs/2006.12570 (2020) - [i16]Sheikh Shams Azam, Taejin Kim, Seyyedali Hosseinalipour, Christopher G. Brinton, Carlee Joe-Wong, Saurabh Bagchi:
Towards Generalized and Distributed Privacy-Preserving Representation Learning. CoRR abs/2010.01792 (2020) - [i15]Ran Xu, Chen-Lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi:
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles. CoRR abs/2010.10754 (2020) - [i14]Shikhar Suryavansh, Chandan Bothra, Kwang Taik Kim, Mung Chiang, Chunyi Peng, Saurabh Bagchi:
I-BOT: Interference-Based Orchestration of Tasks for Dynamic Unmanaged Edge Computing. CoRR abs/2011.05925 (2020) - [i13]Mustafa Abdallah, Daniel Woods, Parinaz Naghizadeh, Issa Khalil, Timothy N. Cason, Shreyas Sundaram, Saurabh Bagchi:
Morshed: Guiding Behavioral Decision-Makers towards Better Security Investment in Interdependent Systems. CoRR abs/2011.06933 (2020) - [i12]Mustafa Abdallah, Sayan Mitra, Shreyas Sundaram, Saurabh Bagchi:
Combining Hybrid Input-Output Automaton and Game Theory for Security Modeling of Cyber-Physical Systems. CoRR abs/2012.00788 (2020) - [i11]Ruqi Bai, Saurabh Bagchi, David I. Inouye:
Exploring Adversarial Examples via Invertible Neural Networks. CoRR abs/2012.13111 (2020)
2010 – 2019
- 2019
- [j39]Aritra Mitra, John A. Richards, Saurabh Bagchi, Shreyas Sundaram:
Resilient distributed state estimation with mobile agents: overcoming Byzantine adversaries, communication losses, and intermittent measurements. Auton. Robots 43(3): 743-768 (2019) - [j38]Somali Chaterji, Jinkyu Koo, Ninghui Li, Folker Meyer, Ananth Grama, Saurabh Bagchi:
Federation in genomics pipelines: techniques and challenges. Briefings Bioinform. 20(1): 235-244 (2019) - [j37]Folker Meyer, Saurabh Bagchi, Somali Chaterji, Wolfgang Gerlach, Ananth Grama, Travis Harrison, Tobias Paczian, William L. Trimble, Andreas Wilke:
MG-RAST version 4 - lessons learned from a decade of low-budget ultra-high-throughput metagenome analysis. Briefings Bioinform. 20(4): 1151-1159 (2019) - [j36]Mary W. Hall, Richard E. Ladner, Diane Levitt, Manuel A. Pérez-Quiñones, Saurabh Bagchi:
Smoothing the path to computing: pondering uses for big data. Commun. ACM 62(3): 8-9 (2019) - [c139]Aritra Mitra, John A. Richards, Saurabh Bagchi, Shreyas Sundaram:
Finite-Time Distributed State Estimation over Time-Varying Graphs: Exploiting the Age-of-Information. ACC 2019: 4006-4011 - [c138]Mustafa Abdallah, Parinaz Naghizadeh, Ashish Ranjan Hota, Timothy N. Cason, Saurabh Bagchi, Shreyas Sundaram:
The Impacts of Behavioral Probability Weighting on Security Investments in Interdependent Systems. ACC 2019: 5260-5265 - [c137]Mustafa Abdallah, Parinaz Naghizadeh, Timothy N. Cason, Saurabh Bagchi, Shreyas Sundaram:
Protecting Assets with Heterogeneous Valuations under Behavioral Probability Weighting. CDC 2019: 5374-5379 - [c136]Ashraf Mahgoub, Youssef Shahin, Riham Mansour, Saurabh Bagchi:
SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems. CoNLL 2019: 708-717 - [c135]Naif Saleh Almakhdhub, Abraham A. Clements, Mathias Payer, Saurabh Bagchi:
BenchIoT: A Security Benchmark for the Internet of Things. DSN 2019: 234-246 - [c134]Priyank Palod, Ayush Patwari, Sudhanshu Bahety, Saurabh Bagchi, Pawan Goyal:
Misleading Metadata Detection on YouTube. ECIR (2) 2019: 140-147 - [c133]Pradeep V. Kotipalli, Ranvijay Singh, Paul Wood, Ignacio Laguna, Saurabh Bagchi:
AMPT-GA: automatic mixed precision floating point tuning for GPU applications. ICS 2019: 160-170 - [c132]Charitha Saumya, Jinkyu Koo, Milind Kulkarni, Saurabh Bagchi:
XSTRESSOR : Automatic Generation of Large-Scale Worst-Case Test Inputs by Inferring Path Conditions. ICST 2019: 1-12 - [c131]Jinkyu Koo, Charitha Saumya, Milind Kulkarni, Saurabh Bagchi:
PySE: Automatic Worst-Case Test Generation by Reinforcement Learning. ICST 2019: 136-147 - [c130]Ignacio Laguna, Paul C. Wood, Ranvijay Singh, Saurabh Bagchi:
GPUMixer: Performance-Driven Floating-Point Tuning for GPU Scientific Applications. ISC 2019: 227-246 - [c129]Ashraf Mahgoub, Paul Wood, Alexander Medoff, Subrata Mitra, Folker Meyer, Somali Chaterji, Saurabh Bagchi:
SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workloads. USENIX Annual Technical Conference 2019: 223-240 - [i10]Priyank Palod, Ayush Patwari, Sudhanshu Bahety, Saurabh Bagchi, Pawan Goyal:
Misleading Metadata Detection on YouTube. CoRR abs/1901.08759 (2019) - [i9]Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Ganga Maghanath, Saurabh Bagchi:
ApproxNet: Content and Contention Aware Video Analytics System for the Edge. CoRR abs/1909.02068 (2019) - [i8]Jinkyu Koo, Michael A. Roth, Saurabh Bagchi:
HAWKEYE: Adversarial Example Detector for Deep Neural Networks. CoRR abs/1909.09938 (2019) - [i7]Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Hank Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari:
Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures. CoRR abs/1912.11598 (2019) - 2018
- [j35]Christopher N. Gutierrez, Eugene H. Spafford, Saurabh Bagchi, Thomas Yurek:
Reactive redundancy for data destruction protection (R2D2). Comput. Secur. 74: 184-201 (2018) - [j34]Shreyas Sen, Jinkyu Koo, Saurabh Bagchi:
TRIFECTA: Security, Energy Efficiency, and Communication Capacity Comparison for Wireless IoT Devices. IEEE Internet Comput. 22(1): 74-81 (2018) - [j33]Christopher N. Gutierrez, Taegyu Kim, Raffaele Della Corte, Jeffrey Avery, Dan Goldwasser, Marcello Cinque, Saurabh Bagchi:
Learning from the Ones that Got Away: Detecting New Forms of Phishing Attacks. IEEE Trans. Dependable Secur. Comput. 15(6): 988-1001 (2018) - [c128]Tara Elizabeth Thomas, Jinkyu Koo, Somali Chaterji, Saurabh Bagchi:
Minerva: A reinforcement learning-based technique for optimal scheduling and bottleneck detection in distributed factory operations. COMSNETS 2018: 129-136 - [c127]Edgardo Barsallo Yi, Amiya Maji, Saurabh Bagchi:
How Reliable is My Wearable: A Fuzz Testing-Based Study. DSN 2018: 410-417 - [c126]Ran Xu, Subrata Mitra, Jason Rahman, Peter Bai, Bowen Zhou, Greg Bronevetsky, Saurabh Bagchi:
Pythia: Improving Datacenter Utilization via Precise Contention Prediction for Multiple Co-located Workloads. Middleware 2018: 146-160 - [c125]Christopher N. Gutierrez, Mohammed H. Almeshekah, Saurabh Bagchi, Eugene H. Spafford:
A Hypergame Analysis for ErsatzPasswords. SEC 2018: 47-61 - [c124]Ran Xu, Jinkyu Koo, Rakesh Kumar, Peter Bai, Subrata Mitra, Sasa Misailovic, Saurabh Bagchi:
VideoChef: Efficient Approximation for Streaming Video Processing Pipelines. USENIX Annual Technical Conference 2018: 43-56 - [c123]Abraham A. Clements, Naif Saleh Almakhdhub, Saurabh Bagchi, Mathias Payer:
ACES: Automatic Compartments for Embedded Systems. USENIX Security Symposium 2018: 65-82 - [i6]Raghav Shankar, Benjamin Kobin, Saurabh Bagchi, Michael Kistler, Jan S. Rellermeyer:
MAVIS: Managing Datacenters using Smartphones. CoRR abs/1802.06270 (2018) - [i5]Aritra Mitra, John A. Richards, Saurabh Bagchi, Shreyas Sundaram:
Finite-Time Distributed State Estimation over Time-Varying Graphs: Exploiting the Age-of-Information. CoRR abs/1810.06151 (2018) - [i4]Mustafa Abdallah, Ashraf Mahgoub, Saurabh Bagchi, Somali Chaterji:
ATHENA: Automated Tuning of Genomic Error Correction Algorithms using Language Models. CoRR abs/1812.11467 (2018) - 2017
- [j32]Subramaniyam Kannan, Paul Wood, Somali Chaterji, Saurabh Bagchi, Larry Deatrick, Patricia Beane:
MAAT: Multi-Stage Attack Attribution in Enterprise Systems using Software Defined Networks. EAI Endorsed Trans. Security Safety 4(11): e4 (2017) - [c122]Kanak Mahadik, Christopher Wright, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji:
Scalable Genomic Assembly through Parallel de Bruijn Graph Construction for Multiple K-mers. BCB 2017: 425-431 - [c121]Subrata Mitra, Manish K. Gupta, Sasa Misailovic, Saurabh Bagchi:
Phase-aware optimization in approximate computing. CGO 2017: 185-196 - [c120]Ayush Patwari, Dan Goldwasser, Saurabh Bagchi:
TATHYA: A Multi-Classifier System for Detecting Check-Worthy Statements in Political Debates. CIKM 2017: 2259-2262 - [c119]Paul Wood, Saurabh Bagchi, Alefiya Hussain:
Profiting from attacks on real-time price communications in smart grids. COMSNETS 2017: 158-165 - [c118]Saurabh Bagchi:
Position statements from panelists: Big data in IoT - Academic hype or industrial reality? COMSNETS 2017: 594-596 - [c117]Saurabh Bagchi:
Position statements from panelists: Ubiquitous sensing and privacy: Can the twains meet? COMSNETS 2017: 597-598 - [c116]Saurabh Bagchi:
Position statements from panelists: Smart cities-delusions of grandeur. COMSNETS 2017: 599-600 - [c115]Jinkyu Koo, Xiaojun Lin, Saurabh Bagchi:
RL-BLH: Learning-Based Battery Control for Cost Savings and Privacy Preservation for Smart Meters. DSN 2017: 519-530 - [c114]Ayush Patwari, Ignacio Laguna, Martin Schulz, Saurabh Bagchi:
Understanding the Spatial Characteristics of DRAM Errors in HPC Clusters. FTXS@HPDC 2017: 17-22 - [c113]