Alert button
Picture for Hamed Hassani

Hamed Hassani

Alert button

SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks

Oct 05, 2023
Alexander Robey, Eric Wong, Hamed Hassani, George J. Pappas

Figure 1 for SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks
Figure 2 for SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks
Figure 3 for SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks
Figure 4 for SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks
Viaarxiv icon

Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning

Sep 11, 2023
Zebang Shen, Jiayuan Ye, Anmin Kang, Hamed Hassani, Reza Shokri

Figure 1 for Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning
Figure 2 for Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning
Figure 3 for Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning
Figure 4 for Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning
Viaarxiv icon

Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks

Jul 17, 2023
Liam Collins, Hamed Hassani, Mahdi Soltanolkotabi, Aryan Mokhtari, Sanjay Shakkottai

Viaarxiv icon

Min-Max Optimization under Delays

Jul 13, 2023
Arman Adibi, Aritra Mitra, Hamed Hassani

Figure 1 for Min-Max Optimization under Delays
Figure 2 for Min-Max Optimization under Delays
Viaarxiv icon

Text + Sketch: Image Compression at Ultra Low Rates

Jul 04, 2023
Eric Lei, Yiğit Berkay Uslu, Hamed Hassani, Shirin Saeedi Bidokhti

Figure 1 for Text + Sketch: Image Compression at Ultra Low Rates
Figure 2 for Text + Sketch: Image Compression at Ultra Low Rates
Figure 3 for Text + Sketch: Image Compression at Ultra Low Rates
Figure 4 for Text + Sketch: Image Compression at Ultra Low Rates
Viaarxiv icon

On a Relation Between the Rate-Distortion Function and Optimal Transport

Jul 01, 2023
Eric Lei, Hamed Hassani, Shirin Saeedi Bidokhti

Figure 1 for On a Relation Between the Rate-Distortion Function and Optimal Transport
Figure 2 for On a Relation Between the Rate-Distortion Function and Optimal Transport
Viaarxiv icon

Adversarial Training Should Be Cast as a Non-Zero-Sum Game

Jun 19, 2023
Alexander Robey, Fabian Latorre, George J. Pappas, Hamed Hassani, Volkan Cevher

Figure 1 for Adversarial Training Should Be Cast as a Non-Zero-Sum Game
Figure 2 for Adversarial Training Should Be Cast as a Non-Zero-Sum Game
Figure 3 for Adversarial Training Should Be Cast as a Non-Zero-Sum Game
Viaarxiv icon

Optimal Heterogeneous Collaborative Linear Regression and Contextual Bandits

Jun 09, 2023
Xinmeng Huang, Kan Xu, Donghwan Lee, Hamed Hassani, Hamsa Bastani, Edgar Dobriban

Figure 1 for Optimal Heterogeneous Collaborative Linear Regression and Contextual Bandits
Figure 2 for Optimal Heterogeneous Collaborative Linear Regression and Contextual Bandits
Figure 3 for Optimal Heterogeneous Collaborative Linear Regression and Contextual Bandits
Figure 4 for Optimal Heterogeneous Collaborative Linear Regression and Contextual Bandits
Viaarxiv icon

Federated Neural Compression Under Heterogeneous Data

May 25, 2023
Eric Lei, Hamed Hassani, Shirin Saeedi Bidokhti

Figure 1 for Federated Neural Compression Under Heterogeneous Data
Figure 2 for Federated Neural Compression Under Heterogeneous Data
Figure 3 for Federated Neural Compression Under Heterogeneous Data
Figure 4 for Federated Neural Compression Under Heterogeneous Data
Viaarxiv icon