Saurabh Bagchi

Purdue University West Lafayette — United States

Computer Science · Physical Sciences

47h-index7.7kcitations432works2.52yr avg
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Research Topics

Distributed systems and fault tolerance(60), Software System Performance and Reliability(57), Network Security and Intrusion Detection(54), Energy Efficient Wireless Sensor Networks(47), Cloud Computing and Resource Management(37)

Publications432 total

MAUI: Reconstructing Private Client Data in Federated Transfer Learning
arXiv (Cornell University)·2025Open Access
Fresco: A Public Multi-Institutional Dataset for Understanding HPC System Behavior and Dependability
2025Open Access
Are Fast Methods Stable in Adversarially Robust Transfer Learning?
arXiv (Cornell University)·2025Open Access
Agile3D: Adaptive Contention- and Content-Aware 3D Object Detection for Embedded GPUs
2025Open Access
A Lightweight Reputation-Based Mechanism for Incentivizing Cooperation in Decentralized Federated Learning
2025
Hubs and Spokes Learning: Efficient and Scalable Collaborative Machine Learning
arXiv (Cornell University)·2025Open Access
Ascendra: Dynamic Request Prioritization for Efficient LLM Serving
arXiv (Cornell University)·2025Open Access
Detection of Device Triggerable Vulnerabilities in Android Companion Apps through Interactive Triaging
2025Open Access
The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape
ACM Computing Surveys·2025· 21 citedOpen Access
Learning to Inference Adaptively for Multimodal Large Language Models
arXiv (Cornell University)·2025Open Access
Evaluation-free Time-series Forecasting Model Selection via Meta-learning
ACM Transactions on Knowledge Discovery from Data·2025· 4 citedOpen Access
Random Beacons in Monte Carlo: Efficient Asynchronous Random Beacon <i>without</i> Threshold Cryptography
2024· 5 citedOpen Access
RECON: Training-Free Acceleration for Text-to-Image Synthesis with Retrieval of Concept Prompt Trajectories
Lecture notes in computer science·2024
HopTrack: A Real-time Multi-Object Tracking System for Embedded Devices
arXiv (Cornell University)·2024Open Access
VF2-PS: Parallel and Scalable Subgraph Monomorphism in Arachne
2024· 4 cited
Dynamic DAG-Application Scheduling for Multi-Tier Edge Computing in Heterogeneous Networks
arXiv (Cornell University)·2024Open Access
Adversarial attacks on reinforcement learning agents for command and control
The Journal of Defense Modeling and Simulation Applications Methodology Technology·2024· 3 cited
Game Theory in Distributed Systems Security: Foundations, Challenges, and Future Directions
IEEE Security & Privacy·2024· 6 cited
SensorBFT: Fault-Tolerant Target Localization Using Voronoi Diagrams and Approximate Agreement
2024
Role of Resilience in Cyber-Physical Systems: A Roundtable Panel
Computer·2024
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Frequent Co-authors

Issa Khalil(8), Ness B. Shroff(7), Yu‐Sung Wu(6), Rajesh Panta(6), Somali Chaterji(4), Bingrui Foo(3), Abraham Anthony Clements(3), Jinkyu Koo(3), Amiya K. Maji(3), Mark D. Krasniewski(3), Andreas Wilke(2), Wolfgang Gerlach(2), Travis Harrison(2), Tobias Paczian(2), W. Trimble(2), Ananth Grama(2), Folker Meyer(2), Yu-Chun Mao(2), Eugene H. Spafford(2), Sarah H. Sellke(2)