Amir Houmansadr
University of Massachusetts Amherst
H-index: 40
North America-United States
Top articles of Amir Houmansadr
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Fake or Compromised? Making Sense of Malicious Clients in Federated Learning | arXiv preprint arXiv:2403.06319 | Hamid Mozaffari Sunav Choudhary Amir Houmansadr | 2024/3/10 |
SoK: Challenges and Opportunities in Federated Unlearning | Hyejun Jeong Shiqing Ma Amir Houmansadr | 2024/3/4 | |
Iteratively Prompting Multimodal LLMs to Reproduce Natural and AI-Generated Images | arXiv preprint arXiv:2404.13784 | Ali Naseh Katherine Thai Mohit Iyyer Amir Houmansadr | 2024/4/21 |
Optimal Obfuscation to Protect Client Privacy in Federated Learning | Bo Guan Shuangqing Wei Amir Houmansadr Hossein Pishro-Nik Dennis Goeckel | 2024/3 | |
Where Have All the Paragraphs Gone? Detecting and Exposing Censorship in Chinese Translation | Free and Open Communications on the Internet | Mizhang Streisand Eric Wustrow Amir Houmansadr | 2023 |
Effectively using public data in privacy preserving machine learning | Milad Nasr Saeed Mahloujifar Xinyu Tang Prateek Mittal Amir Houmansadr | 2023/7/3 | |
Stealing the decoding algorithms of language models | Ali Naseh Kalpesh Krishna Mohit Iyyer Amir Houmansadr | 2023/3/8 | |
Automated Detection of IPv6 Privacy Leakage in Home Networks | Free and Open Communications on the Internet | Ali Zohaib Amir Houmansadr | 2023 |
On the pitfalls of security evaluation of robust federated learning | Momin Ahmad Khan Virat Shejwalkar Amir Houmansadr Fatima M Anwar | 2023/5/25 | |
Realistic Website Fingerprinting By Augmenting Network Traces | Alireza Bahramali Ardavan Bozorgi Amir Houmansadr | 2023/11/15 | |
The perils of learning from unlabeled data: Backdoor attacks on semi-supervised learning | International Conference on Computer Vision (ICCV) | Virat Shejwalkar Lingjuan Lyu Amir Houmansadr | 2023 |
On the risks of stealing the decoding algorithms of language models | arXiv preprint arXiv:2303.04729 | Ali Naseh Kalpesh Krishna Mohit Iyyer Amir Houmansadr | 2023/3/8 |
RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Active Data Manipulation | arXiv preprint arXiv:2310.19163 | Dzung Pham Shreyas Kulkarni Amir Houmansadr | 2023/10/29 |
Diffence: Fencing Membership Privacy With Diffusion Models | arXiv preprint arXiv:2312.04692 | Yuefeng Peng Ali Naseh Amir Houmansadr | 2023/12/7 |
Every Vote Counts:{Ranking-Based} Training of Federated Learning to Resist Poisoning Attacks | Hamid Mozaffari Virat Shejwalkar Amir Houmansadr | 2023 | |
Investigating Traffic Analysis Attacks on Apple iCloud Private Relay | Ali Zohaib Jade Sheffey Amir Houmansadr | 2023/7/10 | |
Understanding (Un) Intended Memorization in Text-to-Image Generative Models | arXiv preprint arXiv:2312.07550 | Ali Naseh Jaechul Roh Amir Houmansadr | 2023/12/6 |
How the Great Firewall of China detects and blocks fully encrypted traffic | Mingshi Wu Jackson Sippe Danesh Sivakumar Jack Burg Peter Anderson | 2023 | |
Location privacy protection for UAVs in package delivery and IoT data collection | IEEE Internet of Things Journal | Saeede Enayati Dennis Goeckel Amir Houmansadr Hossein Pishro-Nik | 2023/7/7 |
Memory Triggers: Unveiling Memorization in Text-To-Image Generative Models through Word-Level Duplication | arXiv preprint arXiv:2312.03692 | Ali Naseh Jaechul Roh Amir Houmansadr | 2023/12/6 |
Co-Authors
