Abhinav Kumar

Employment

• University of Massachusetts Amherst PhD Student
  2024 - 2030
• Saint Louis University Research Assistant
  2021 - 2024

Education

• Saint Louis University Masters in Artificial Intelligence
  2023 - 2024
• Saint Louis University Bachelors of Scienece in Computer Engineering
  2019 - 2023

Projects & Funding

Projects & funding information is unavailable.

Publications (5)

• Persistent Backdoor Attacks in Continual Learning
  Zenodo 2025 DOI: 10.5281/zenodo.14728872
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• A Generative Framework for Low-Cost Result Validation of Machine Learning-as-a-Service Inference
  2024 DOI: 10.1145/3634737.3657015
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• A Stealthy Inference Attack on Split Learning with a Split-Fuse Defensive Measure
  2023 IEEE Conference on Communications and Network Security (CNS) 2023 DOI: 10.1109/cns59707.2023.10288661
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• IoT Sentinel: Correlation-based Attack Detection, Localization, and Authentication in IoT Networks
  2023 32nd International Conference on Computer Communications and Networks (ICCCN) 2023 DOI: 10.1109/icccn58024.2023.10230209
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• SCLERA: A Framework for Privacy-Preserving MLaaS at the Pervasive Edge
  2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) 2022 DOI: 10.1109/percomworkshops53856.2022.9767528
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