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Kevin Choi
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2020 – today
- 2024
- [c13]Miranda Christ, Kevin Choi, Walter McKelvie, Joseph Bonneau, Tal Malkin:
Accountable Secret Leader Election. AFT 2024: 1:1-1:21 - [c12]Miranda Christ, Kevin Choi, Joseph Bonneau:
Cornucopia: Distributed Randomness at Scale. AFT 2024: 17:1-17:23 - [c11]Marc Vucovich, Devin Quinn, Kevin Choi, Christopher Redino, Abdul Rahman, Edward Bowen:
FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks. CCWC 2024: 28-35 - [c10]Dhruv Nandakumar, Devin Quinn, Elijah Soba, Eunyoung Kim, Christopher Redino, Chris Chan, Kevin Choi, Abdul Rahman, Edward Bowen:
Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks. ICNC 2024: 168-174 - [c9]Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty:
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning. ICNC 2024: 635-640 - [c8]Haohui Wang, Yuzhen Mao, Yujun Yan, Yaoqing Yang, Jianhui Sun, Kevin Choi, Balaji Veeramani, Alison Hu, Edward Bowen, Tyler Cody, Dawei Zhou:
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs. ICML 2024 - [i15]Sayyed Farid Ahamed, Soumya Banerjee, Sandip Roy, Devin Quinn, Marc Vucovich, Kevin Choi, Abdul Rahman, Alison Hu, Edward Bowen, Sachin Shetty:
Accuracy-Privacy Trade-off in the Mitigation of Membership Inference Attack in Federated Learning. CoRR abs/2407.19119 (2024) - 2023
- [c7]Kevin Choi
, Arasu Arun
Bicorn: An Optimistically Efficient Distributed Randomness Beacon. FC (1) 2023: 235-251 - [c6]Dhruv Nandakumar, Sathvik Murli, Ankur Khosla, Kevin Choi, Abdul Rahman, Drew Walsh, Scott Riede, Eric Dull, Edward Bowen:
A Novel Approach to User Agent String Parsing for Vulnerability Analysis Using Multi-Headed Attention. ICMLC 2023: 105-113 - [c5]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:
Anomaly Detection via Federated Learning. ITNAC 2023: 259-266 - [c4]Kevin Choi, Aathira Manoj, Joseph Bonneau:
SoK: Distributed Randomness Beacons. SP 2023: 75-92 - [i14]Brad Windsor, Kevin Choi:
Thistle: A Vector Database in Rust. CoRR abs/2303.16780 (2023) - [i13]Dhruv Nandakumar, Devin Quinn, Elijah Soba, Eunyoung Kim, Christopher Redino, Chris Chan, Kevin Choi, Abdul Rahman, Edward Bowen:
Foundational Models for Malware Embeddings Using Spatio-Temporal Parallel Convolutional Networks. CoRR abs/2305.15488 (2023) - [i12]Dhruv Nandakumar, Sathvik Murli, Ankur Khosla, Kevin Choi, Abdul Rahman, Drew Walsh, Scott Riede, Eric Dull, Edward Bowen:
A Novel Approach To User Agent String Parsing For Vulnerability Analysis Using Mutli-Headed Attention. CoRR abs/2306.03733 (2023) - [i11]Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty
MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning. CoRR abs/2312.00051 (2023) - [i10]Marc Vucovich, Devin Quinn, Kevin Choi, Christopher Redino, Abdul Rahman, Edward Bowen:
FedBayes: A Zero-Trust Federated Learning Aggregation to Defend Against Adversarial Attacks. CoRR abs/2312.04587 (2023) - [i9]Padmaksha Roy, Tyler Cody, Himanshu Singhal, Kevin Choi, Ming Jin:
Improving Intrusion Detection with Domain-Invariant Representation Learning in Latent Space. CoRR abs/2312.17300 (2023) - [i8]Kevin Choi, Arasu Arun, Nirvan Tyagi, Joseph Bonneau:
Bicorn: An optimistically efficient distributed randomness beacon. IACR Cryptol. ePrint Arch. 2023: 221 (2023) - [i7]Kevin Choi, Aathira Manoj, Joseph Bonneau:
SoK: Distributed Randomness Beacons. IACR Cryptol. ePrint Arch. 2023: 728 (2023) - [i6]Miranda Christ, Kevin Choi, Joseph Bonneau:
Cornucopia: Distributed randomness beacons at scale. IACR Cryptol. ePrint Arch. 2023: 1554 (2023) - 2022
- [j1]Kevin Choi, Luca Bedogni
Enabling Green Crowdsourced Social Delivery Networks in Urban Communities. Sensors 22(4): 1541 (2022) - [c3]Dhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha:
Zero Day Threat Detection Using Metric Learning Autoencoders. ICMLA 2022: 1318-1325 - [i5]Christopher Redino, Dhruv Nandakumar, Robert Schiller, Kevin Choi, Abdul Rahman, Edward Bowen, Matthew Weeks, Aaron Shaha, Joe Nehila:
Zero Day Threat Detection Using Graph and Flow Based Security Telemetry. CoRR abs/2205.02298 (2022) - [i4]J. Lian, Kevin Choi, Balaji Veeramani, Alison Hu, L. Freeman, Edward Bowen, X. Deng:
Do-AIQ: A Design-of-Experiment Approach to Quality Evaluation of AI Mislabel Detection Algorithm. CoRR abs/2208.09953 (2022) - [i3]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:
Lateral Movement Detection Using User Behavioral Analysis. CoRR abs/2208.13524 (2022) - [i2]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:
Anomaly Detection via Federated Learning. CoRR abs/2210.06614 (2022) - [i1]Dhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha:
Zero Day Threat Detection Using Metric Learning Autoencoders. CoRR abs/2211.00441 (2022) - 2020
- [c2]Kevin Choi, Luca Bedogni, Marco Levorato:
Towards Green Crowdsourced Social Delivery Networks: A Feasibility Study. GLOBECOM 2020: 1-6
2010 – 2019
- 2019
- [c1]Rianna M. Jitosho, Kevin Choi, Adam Foris, Anirban Mazumdar:
Exploiting Bistability for High Force Density Reflexive Gripping. ICRA 2019: 1241-1247
Coauthor Index
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