Louis DiValentin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Learning Models

Detect Malicious

Advanced Research Projects Agency

Top Venues

USENIX Security Symposium

Publications

Changwei Liu, Louis DiValentin, Aolin Ding, Malek Ben Salem
Build a Computationally Efficient Strong Defense Against Adversarial Example Attacks. ICISSP (2024)
Fernando Vera, Palina Pauliuchenka, Ethan Oh, Bai Chien Kao, Louis DiValentin, David A. Bader
Profile of Vulnerability Remediations in Dependencies Using Graph Analysis. CoRR (2024)
Minxue Tang, Anna Dai, Louis DiValentin, Aolin Ding, Amin Hass, Neil Zhenqiang Gong, Yiran Chen, Hai (Helen) Li
ModelGuard: Information-Theoretic Defense Against Model Extraction Attacks. USENIX Security Symposium (2024)
Minxue Tang, Jianyi Zhang, Mingyuan Ma, Louis DiValentin, Aolin Ding, Amin Hassanzadeh, Hai Helen Li, Yiran Chen
FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices. CoRR (2022)
Jingwei Sun, Ang Li, Louis DiValentin, Amin Hassanzadeh, Yiran Chen, Hai Li
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective. CoRR (2021)
Jingwei Sun, Ang Li, Louis DiValentin, Amin Hassanzadeh, Yiran Chen, Hai Li
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective. NeurIPS (2021)