| Mar 26, 2024 |
I just gave a talk The Threat of Explanation-Aware Attacks: The Example of Explanation-Aware Backdoors in the XAI seminar of the Ludwig Maximilian University in Munich and the University Bremen. Thanks for the invitation and thanks for having me.
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| Nov 25, 2023 |
For the next few days, I visit the ACM Conference on Computer and Communications Security (CCS) in Copenhagen, DK. I will present my poster Poster: Fooling XAI with Explanation-Aware Backdoors. there. And I’m looking forward to exciting discussions with other researchers in the community.
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| Oct 9, 2023 |
I’ll be in Berlin for a research stay at TU Berlin until November 25th 2023. I am looking forward to meeting exciting people in person.
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| Sep 27, 2023 |
On September 27th I presented our extended abstract Explanation-Aware Backdoors in a Nutshell at the 46th German Conference for Artificial Intelligence (KI) in Berlin, Germany. Thanks everybody for the interesting discussions on the security and the future of explainable machine learning.
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| Sep 18, 2023 |
We published the camera-ready version of our paper Poster: Fooling XAI with Explanation-Aware Backdoors, which has been accepted for the 30th ACM Conference on Computer and Communications Security (CCS) November 26-30 2023 in Copenhagen, DK. I’m very happy to present the poster there and have interesting discussions with you.
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| Aug 18, 2023 |
We just published the camera-ready version of our paper SoK: Explainable Machine Learning in Adversarial Environments, which has been accepted for the 45th IEEE Symposium on Security and Privacy 2024 in San Francisco. Have a nice read.
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| Aug 11, 2023 |
Our SoK-paper SoK: Explainable Machine Learning in Adversarial Environments has been accepted for the 45th IEEE Symposium on Security and Privacy 2024 in San Francisco. I am happy to get to San Francisco next year and meet all of you there.
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| Aug 1, 2023 |
I’m happy to announce that I will serve the Privacy Enhancing Technologies Symposium (PETS) in 2024 and 2025 as artifact co-chair together with Pasin Manurangsi. I am looking forward to your artifact submissions. Also, we will change the workflow slightly starting this year. Please find details on the PETS Artifacts Review page. If you got any comments on the new process, feel free to write an email.
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| Jun 26, 2023 |
Our short abstract paper Explanation-Aware Backdoors in a Nutshell has been accepted for the 46th German Conference on Artificial Intelligence in September 2023 in Berlin, Germany. I am happy to meet the (not only) german research community on machine learning there.
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| Nov 10, 2022 |
Our paper Disguising Attacks with Explanation-Aware Backdoors has been accepted for the 44th IEEE Symposium on Security and Privacy in May 2023 in San Francisco.
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