Siddharth Garg
New York University
H-index: 37
North America-United States
Top articles of Siddharth Garg
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Exploiting connections between Lipschitz structures for certifiably robust deep equilibrium models | Advances in Neural Information Processing Systems | Aaron Havens Alexandre Araujo Siddharth Garg Farshad Khorrami Bin Hu | 2024/2/13 |
Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS | arXiv preprint arXiv:2402.03289 | Matthew DeLorenzo Animesh Basak Chowdhury Vasudev Gohil Shailja Thakur Ramesh Karri | 2024/2/5 |
Learned Pulse Shaping Design for PAPR Reduction in DFT-s-OFDM | arXiv preprint arXiv:2404.16137 | Fabrizio Carpi Soheil Rostami Joonyoung Cho Siddharth Garg Elza Erkip | 2024/4/24 |
Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activations | arXiv preprint arXiv:2401.14033 | Patricia Pauli Aaron Havens Alexandre Araujo Siddharth Garg Farshad Khorrami | 2024/1/25 |
Neural Compress-and-Forward for the Relay Channel | arXiv preprint arXiv:2404.14594 | Ezgi Ozyilkan Fabrizio Carpi Siddharth Garg Elza Erkip | 2024/4/22 |
Retrieval-Guided Reinforcement Learning for Boolean Circuit Minimization | arXiv preprint arXiv:2401.12205 | Animesh Basak Chowdhury Marco Romanelli Benjamin Tan Ramesh Karri Siddharth Garg | 2024/1/22 |
On the (In) feasibility of ML Backdoor Detection as an Hypothesis Testing Problem | Georg Pichler Marco Romanelli Divya Prakash Manivannan Prashanth Krishnamurthy Siddharth Garg | 2024/4/18 | |
An Empirical Evaluation of LLMs for Solving Offensive Security Challenges | arXiv preprint arXiv:2402.11814 | Minghao Shao Boyuan Chen Sofija Jancheska Brendan Dolan-Gavitt Siddharth Garg | 2024/2/19 |
Privacy-Preserving Collaborative Learning through Feature Extraction | IEEE Transactions on Dependable and Secure Computing | Alireza Sarmadi Hao Fu Prashanth Krishnamurthy Siddharth Garg Farshad Khorrami | 2023/3/31 |
Lost at c: A user study on the security implications of large language model code assistants | Gustavo Sandoval Hammond Pearce Teo Nys Ramesh Karri Siddharth Garg | 2023 | |
Precoding-oriented Massive MIMO CSI Feedback Design | Fabrizio Carpi Sivarama Venkatesan Jinfeng Du Harish Viswanathan Siddharth Garg | 2023/5/28 | |
R-LPIPS: An adversarially robust perceptual similarity metric | arXiv preprint arXiv:2307.15157 | Sara Ghazanfari Siddharth Garg Prashanth Krishnamurthy Farshad Khorrami Alexandre Araujo | 2023/7/27 |
PriViT: Vision Transformers for Fast Private Inference | arXiv preprint arXiv:2310.04604 | Naren Dhyani Jianqiao Mo Minsu Cho Ameya Joshi Siddharth Garg | 2023/10/6 |
On the Limitation of Backdoor Detection Methods | Georg Pichler Marco Romanelli Divya Prakash Manivannan Prashanth Krishnamurthy Farshad Khorrami | 2023/10/28 | |
Fairness via in-processing in the over-parameterized regime: A cautionary tale with MinDiff loss | Transactions on Machine Learning Research | Akshaj Kumar Veldanda Ivan Brugere Jiahao Chen Sanghamitra Dutta Alan Mishler | 2023/2/9 |
Invictus: Optimizing boolean logic circuit synthesis via synergistic learning and search | arXiv preprint arXiv:2305.13164 | Animesh Basak Chowdhury Marco Romanelli Benjamin Tan Ramesh Karri Siddharth Garg | 2023/5/22 |
Differential Analysis of Triggers and Benign Features for Black-Box DNN Backdoor Detection | IEEE Transactions on Information Forensics and Security | Hao Fu Prashanth Krishnamurthy Siddharth Garg Farshad Khorrami | 2023/7/19 |
Studying the Online Deepfake Community | Journal of Online Trust and Safety | Brian Timmerman Pulak Mehta Progga Deb Kevin Gallagher Brendan Dolan-Gavitt | 2023/9/21 |
Towards the Imagenets of ML4EDA | ICCAD 2023 (arXiv preprint arXiv:2310.10560) | Animesh Basak Chowdhury Shailja Thakur Hammond Pearce Ramesh Karri Siddharth Garg | 2023/10/16 |
A Minimax Approach Against Multi-Armed Adversarial Attacks Detection | arXiv preprint arXiv:2302.02216 | Federica Granese Marco Romanelli Siddharth Garg Pablo Piantanida | 2023/2/4 |
Co-Authors
