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Vitaly Shmatikov
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Publications
- 2024
- [c94]Tingwei Zhang, Rishi D. Jha, Eugene Bagdasaryan, Vitaly Shmatikov:
Adversarial Illusions in Multi-Modal Embeddings. USENIX Security Symposium 2024 - [i37]Tingwei Zhang, Collin Zhang, John X. Morris, Eugene Bagdasaryan, Vitaly Shmatikov:
Soft Prompts Go Hard: Steering Visual Language Models with Hidden Meta-Instructions. CoRR abs/2407.08970 (2024) - 2023
- [i36]Eugene Bagdasaryan, Vitaly Shmatikov:
Hyperparameter Search Is All You Need For Training-Agnostic Backdoor Robustness. CoRR abs/2302.04977 (2023) - [i35]Eugene Bagdasaryan, Tsung-Yin Hsieh, Ben Nassi, Vitaly Shmatikov:
(Ab)using Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs. CoRR abs/2307.10490 (2023) - [i34]Eugene Bagdasaryan, Vitaly Shmatikov:
Ceci n'est pas une pomme: Adversarial Illusions in Multi-Modal Embeddings. CoRR abs/2308.11804 (2023) - 2022
- [c91]Eugene Bagdasaryan, Vitaly Shmatikov:
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures. SP 2022: 769-786 - 2021
- [c90]Eugene Bagdasaryan, Vitaly Shmatikov:
Blind Backdoors in Deep Learning Models. USENIX Security Symposium 2021: 1505-1521 - [i29]Eugene Bagdasaryan, Vitaly Shmatikov:
Spinning Language Models for Propaganda-As-A-Service. CoRR abs/2112.05224 (2021) - 2020
- [c88]Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, Deborah Estrin, Vitaly Shmatikov:
How To Backdoor Federated Learning. AISTATS 2020: 2938-2948 - [i27]Tao Yu, Eugene Bagdasaryan, Vitaly Shmatikov:
Salvaging Federated Learning by Local Adaptation. CoRR abs/2002.04758 (2020) - [i26]Eugene Bagdasaryan, Vitaly Shmatikov:
Blind Backdoors in Deep Learning Models. CoRR abs/2005.03823 (2020) - 2019
- [c82]Eugene Bagdasaryan, Omid Poursaeed, Vitaly Shmatikov:
Differential Privacy Has Disparate Impact on Model Accuracy. NeurIPS 2019: 15453-15462 - [i21]Eugene Bagdasaryan, Vitaly Shmatikov:
Differential Privacy Has Disparate Impact on Model Accuracy. CoRR abs/1905.12101 (2019) - 2018
- [i17]Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, Deborah Estrin, Vitaly Shmatikov:
How To Backdoor Federated Learning. CoRR abs/1807.00459 (2018)
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