Kevin Choi

41 papers A* 2B 5C 1Misc 6Journal 23Unranked 4
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning.
ICNC
Sayyed Farid Ahamed, Soumya Banerjee, Sandip Roy, Marc Vucovich, Devin Quinn, Kevin Choi, Abdul Rahman, Alison Hu, Edward Bowen, Sachin Shetty
2025 J jnl
Data Value in the Age of Scaling: Understanding LLM Scaling Dynamics Under Real-Synthetic Data Mixtures.
CoRR
Haohui Wang, Jingyuan Qi, Jianpeng Chen, Jun Wu, Lifu Huang, Lecheng Zheng, Kevin Choi, Balaji Veeramani, Edward Bowen, Alison Hu, Tyler Cody, Dawei Zhou
2025 B conf
Evaluating Query Efficiency and Accuracy of Transfer Learning-based Model Extraction Attack in Federated Learning.
IWCMC
Sayyed Farid Ahamed, Sandip Roy, Soumya Banerjee, Marc Vucovich, Kevin Choi, Abdul Rahman, Alison Hu, Edward Bowen, Sachin Shetty
2025 J jnl
Evaluating Query Efficiency and Accuracy of Transfer Learning-based Model Extraction Attack in Federated Learning.
CoRR
Sayyed Farid Ahamed, Sandip Roy, Soumya Banerjee, Marc Vucovich, Kevin Choi, Abdul Rahman, Alison Hu, Edward Bowen, Sachin Shetty
2025 J jnl
Golden: Lightweight Non-Interactive Distributed Key Generation.
IACR Cryptol. ePrint Arch.
Benedikt Bünz, Kevin Choi, Chelsea Komlo
2025 — conf
Improving Novel Anomaly Detection with Domain-Invariant Latent Representations.
ECML/PKDD (1)
Padmaksha Roy, Ming Jin, Himanshu Singhal, Tyler Cody, Kevin Choi
2025 Misc conf
Privacy Drift: Evolving Privacy Concerns in Incremental Learning.
ICNC
Sayyed Farid Ahamed, Soumya Banerjee, Sandip Roy, Aayush Kapoor, Marc Vucovich, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty
2025 B conf
RADEP: A Resilient Adaptive Defense Framework Against Model Extraction Attacks.
IWCMC
Amit Chakraborty, Sayyed Farid Ahamed, Sandip Roy, Soumya Banerjee, Kevin Choi, Abdul Rahman, Alison Hu, Edward Bowen, Sachin Shetty
2025 J jnl
RADEP: A Resilient Adaptive Defense Framework Against Model Extraction Attacks.
CoRR
Amit Chakraborty, Sayyed Farid Ahamed, Sandip Roy, Soumya Banerjee, Kevin Choi, Abdul Rahman, Alison Hu, Edward Bowen, Sachin Shetty
2024 B conf
Accountable Secret Leader Election.
AFT
Miranda Christ, Kevin Choi, Walter McKelvie, Joseph Bonneau, Tal Malkin
2024 J jnl
Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning.
CoRR
Sayyed Farid Ahamed, Soumya Banerjee, Sandip Roy, Devin Quinn, Marc Vucovich, Kevin Choi, Abdul Rahman, Alison Hu, Edward Bowen, Sachin Shetty
2024 J jnl
Continual learning and its industrial applications: A selective review.
WIREs Data. Mining. Knowl. Discov.
J. Lian, Kevin Choi, Balaji Veeramani, Alison Hu, Sathvik Murli, Laura J. Freeman, Edward Bowen, Xinwei Deng
2024 B conf
Cornucopia: Distributed Randomness at Scale.
AFT
Miranda Christ, Kevin Choi, Joseph Bonneau
2024 — conf
Data Composition for Continual Learning in Application of Cyberattack Detection.
ASONAM (4)
Jiayi Lian, Xueying Liu, Kevin Choi, Balaji Veeramani, Sathvik Murli, Alison Hu, Laura J. Freeman, Edward Bowen, Xinwei Deng
2024 A* conf
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs.
ICML
Haohui Wang, Yuzhen Mao, Yujun Yan, Yaoqing Yang, Jianhui Sun, Kevin Choi, Balaji Veeramani, Alison Hu, Edward Bowen, Tyler Cody, Dawei Zhou
2024 — conf
FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks.
CCWC
Marc Vucovich, Devin Quinn, Kevin Choi, Christopher Redino, Abdul Rahman, Edward Bowen
2024 Misc conf
Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks.
ICNC
Dhruv Nandakumar, Devin Quinn, Elijah Soba, Eunyoung Kim, Christopher Redino, Chris Chan, Kevin Choi, Abdul Rahman, Edward Bowen
2024 Misc conf
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning.
ICNC
Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty
2024 J jnl
New Complex Sinusoidal Waveform-Based Zero-Knowledge Proof Systems for Efficient Anonymous Authentication.
IEEE Trans. Syst. Man Cybern. Syst.
Youhyun Kim, Ongee Jeong, Kevin Choi, Inkyu Moon, Bahram Javidi
2024 J jnl
Privacy Drift: Evolving Privacy Concerns in Incremental Learning.
CoRR
Sayyed Farid Ahamed, Soumya Banerjee, Sandip Roy, Aayush Kapoor, Marc Vucovich, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty
2023 J jnl
A Novel Approach To User Agent String Parsing For Vulnerability Analysis Using Mutli-Headed Attention.
CoRR
Dhruv Nandakumar, Sathvik Murli, Ankur Khosla, Kevin Choi, Abdul Rahman, Drew Walsh, Scott Riede, Eric Dull, Edward Bowen
2023 Misc conf
A Novel Approach to User Agent String Parsing for Vulnerability Analysis Using Multi-Headed Attention.
ICMLC
Dhruv Nandakumar, Sathvik Murli, Ankur Khosla, Kevin Choi, Abdul Rahman, Drew Walsh, Scott Riede, Eric Dull, Edward Bowen
2023 Misc conf
Anomaly Detection via Federated Learning.
ITNAC
Marc Vucovich, Amogh Kamat Tarcar, Penjo Rebelo, Abdul Rahman, Dhruv Nandakumar, Christopher Redino, Kevin Choi, Robert Schiller, Sanmitra Bhattacharya, Balaji Veeramani, Alex West, Edward Bowen
2023 — conf
Bicorn: An Optimistically Efficient Distributed Randomness Beacon.
FC (1)
Kevin Choi, Arasu Arun, Nirvan Tyagi, Joseph Bonneau
2023 J jnl
Bicorn: An optimistically efficient distributed randomness beacon.
IACR Cryptol. ePrint Arch.
Kevin Choi, Arasu Arun, Nirvan Tyagi, Joseph Bonneau
2023 J jnl
Cornucopia: Distributed randomness beacons at scale.
IACR Cryptol. ePrint Arch.
Miranda Christ, Kevin Choi, Joseph Bonneau
2023 J jnl
FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks.
CoRR
Marc Vucovich, Devin Quinn, Kevin Choi, Christopher Redino, Abdul Rahman, Edward Bowen
2023 J jnl
Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks.
CoRR
Dhruv Nandakumar, Devin Quinn, Elijah Soba, Eunyoung Kim, Christopher Redino, Chris Chan, Kevin Choi, Abdul Rahman, Edward Bowen
2023 J jnl
Improving Intrusion Detection with Domain-Invariant Representation Learning in Latent Space.
CoRR
Padmaksha Roy, Tyler Cody, Himanshu Singhal, Kevin Choi, Ming Jin
2023 J jnl
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning.
CoRR
Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty
2023 A* conf
SoK: Distributed Randomness Beacons.
SP
Kevin Choi, Aathira Manoj, Joseph Bonneau
2023 J jnl
SoK: Distributed Randomness Beacons.
IACR Cryptol. ePrint Arch.
Kevin Choi, Aathira Manoj, Joseph Bonneau
2023 J jnl
Thistle: A Vector Database in Rust.
CoRR
Brad Windsor, Kevin Choi
2022 J jnl
Anomaly Detection via Federated Learning.
CoRR
Marc Vucovich, Amogh Kamat Tarcar, Penjo Rebelo, Narendra Gade, Ruchi Porwal, Abdul Rahman, Christopher Redino, Kevin Choi, Dhruv Nandakumar, Robert Schiller, Edward Bowen, Alex West, Sanmitra Bhattacharya, Balaji Veeramani
2022 J jnl
Do-AIQ: A Design-of-Experiment Approach to Quality Evaluation of AI Mislabel Detection Algorithm.
CoRR
J. Lian, Kevin Choi, Balaji Veeramani, Alison Hu, Laura J. Freeman, Edward Bowen, Xinwei Deng
2022 J jnl
Enabling Green Crowdsourced Social Delivery Networks in Urban Communities.
Sensors
Kevin Choi, Luca Bedogni, Marco Levorato
2022 J jnl
Lateral Movement Detection Using User Behavioral Analysis.
CoRR
Deepak Kushwaha, Dhruv Nandakumar, Akshay Kakkar, Sanvi Gupta, Kevin Choi, Christopher Redino, Abdul Rahman, Sabthagiri Saravanan Chandramohan, Edward Bowen, Matthew Weeks, Aaron Shaha, Joe Nehila
2022 J jnl
Zero Day Threat Detection Using Graph and Flow Based Security Telemetry.
CoRR
Christopher Redino, Dhruv Nandakumar, Robert Schiller, Kevin Choi, Abdul Rahman, Edward Bowen, Matthew Weeks, Aaron Shaha, Joe Nehila
2022 C conf
Zero Day Threat Detection Using Metric Learning Autoencoders.
ICMLA
Dhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha
2022 J jnl
Zero Day Threat Detection Using Metric Learning Autoencoders.
CoRR
Dhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha
2020 B conf
Towards Green Crowdsourced Social Delivery Networks: A Feasibility Study.
GLOBECOM
Kevin Choi, Luca Bedogni, Marco Levorato