Eugene Bagdasaryan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 27

Top Topics

Countermeasures

Differential Privacy

Conversational Agent

Top Venues

USENIX Security Symposium

IEEE Symposium on Security and Privacy

Publications

Ali Naseh, Jaechul Roh, Eugene Bagdasaryan, Amir Houmansadr
Injecting Bias in Text-To-Image Models via Composite-Trigger Backdoors. CoRR (2024)
Ilia Shumailov, Jamie Hayes, Eleni Triantafillou, Guillermo Ortiz-Jiménez, Nicolas Papernot, Matthew Jagielski, Itay Yona, Heidi Howard, Eugene Bagdasaryan
UnUnlearning: Unlearning is not sufficient for content regulation in advanced generative AI. CoRR (2024)
Eugene Bagdasaryan, Ren Yi, Sahra Ghalebikesabi, Peter Kairouz, Marco Gruteser, Sewoong Oh, Borja Balle, Daniel Ramage
Air Gap: Protecting Privacy-Conscious Conversational Agents. CoRR (2024)
Tingwei Zhang, Rishi D. Jha, Eugene Bagdasaryan, Vitaly Shmatikov
Adversarial Illusions in Multi-Modal Embeddings. USENIX Security Symposium (2024)
Tingwei Zhang, Collin Zhang, John X. Morris, Eugene Bagdasaryan, Vitaly Shmatikov
Soft Prompts Go Hard: Steering Visual Language Models with Hidden Meta-Instructions. CoRR (2024)
Eugene Bagdasaryan, Tsung-Yin Hsieh, Ben Nassi, Vitaly Shmatikov
(Ab)using Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs. CoRR (2023)
Eugene Bagdasaryan, Vitaly Shmatikov
Ceci n'est pas une pomme: Adversarial Illusions in Multi-Modal Embeddings. CoRR (2023)
Sze Jue Yang, Chinh D. La, Quang H. Nguyen, Eugene Bagdasaryan, Kok-Seng Wong, Anh Tuan Tran, Chee Seng Chan, Khoa D. Doan
Synthesizing Physical Backdoor Datasets: An Automated Framework Leveraging Deep Generative Models. CoRR (2023)
Eugene Bagdasaryan, Vitaly Shmatikov
Hyperparameter Search Is All You Need For Training-Agnostic Backdoor Robustness. CoRR (2023)
Eugene Bagdasaryan, Congzheng Song, Rogier C. van Dalen, Matt Seigel, Áine Cahill
Training a Tokenizer for Free with Private Federated Learning. CoRR (2022)
Eugene Bagdasaryan, Peter Kairouz, Stefan Mellem, Adrià Gascón, Kallista A. Bonawitz, Deborah Estrin, Marco Gruteser
Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation. Proc. Priv. Enhancing Technol. 2022 (4) (2022)
Eugene Bagdasaryan, Vitaly Shmatikov
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures. IEEE Symposium on Security and Privacy (2022)
Eugene Bagdasaryan, Vitaly Shmatikov
Blind Backdoors in Deep Learning Models. USENIX Security Symposium (2021)
Eugene Bagdasaryan, Vitaly Shmatikov
Spinning Language Models for Propaganda-As-A-Service. CoRR (2021)
Eugene Bagdasaryan, Peter Kairouz, Stefan Mellem, Adrià Gascón, Kallista A. Bonawitz, Deborah Estrin, Marco Gruteser
Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation. CoRR (2021)
Eugene Bagdasaryan, Vitaly Shmatikov
Spinning Sequence-to-Sequence Models with Meta-Backdoors. CoRR (2021)
Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, Deborah Estrin, Vitaly Shmatikov
How To Backdoor Federated Learning. AISTATS (2020)
Eugene Bagdasaryan, Vitaly Shmatikov
Blind Backdoors in Deep Learning Models. CoRR (2020)
Kleomenis Katevas, Eugene Bagdasaryan, Jason Waterman, Mohamad Mounir Safadieh, Hamed Haddadi, Deborah Estrin
Decentralized Policy-Based Private Analytics. CoRR (2020)
Tao Yu, Eugene Bagdasaryan, Vitaly Shmatikov
Salvaging Federated Learning by Local Adaptation. CoRR (2020)
Eugene Bagdasaryan, Griffin Berlstein, Jason Waterman, Eleanor Birrell, Nate Foster, Fred B. Schneider, Deborah Estrin
Ancile: Enhancing Privacy for Ubiquitous Computing with Use-Based Privacy. WPES@CCS (2019)
Zhiming Shen, Zhen Sun, Gur-Eyal Sela, Eugene Bagdasaryan, Christina Delimitrou, Robbert van Renesse, Hakim Weatherspoon
X-Containers: Breaking Down Barriers to Improve Performance and Isolation of Cloud-Native Containers. ASPLOS (2019)
Eugene Bagdasaryan, Vitaly Shmatikov
Differential Privacy Has Disparate Impact on Model Accuracy. CoRR (2019)
Eugene Bagdasaryan, Omid Poursaeed, Vitaly Shmatikov
Differential Privacy Has Disparate Impact on Model Accuracy. NeurIPS (2019)
Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, Deborah Estrin, Vitaly Shmatikov
How To Backdoor Federated Learning. CoRR (2018)
Longqi Yang, Eugene Bagdasaryan, Hongyi Wen
Modularizing deep neural network-inspired recommendation algorithms. RecSys (2018)
Longqi Yang, Eugene Bagdasaryan, Joshua Gruenstein, Cheng-Kang Hsieh, Deborah Estrin
OpenRec: A Modular Framework for Extensible and Adaptable Recommendation Algorithms. WSDM (2018)