Poster: Fooling XAI with Explanation-Aware Backdoors
Abstract
References
Index Terms
- Poster: Fooling XAI with Explanation-Aware Backdoors
Recommendations
Defining Explanation and Explanatory Depth in XAI
AbstractExplainable artificial intelligence (XAI) aims to help people understand black box algorithms, particularly of their outputs. But what are these explanations and when is one explanation better than another? The manipulationist definition of ...
Towards Causal Explanation Detection with Pyramid Salient-Aware Network
Chinese Computational LinguisticsAbstractCausal explanation analysis (CEA) can assist us to understand the reasons behind daily events, which has been found very helpful for understanding the coherence of messages. In this paper, we focus on Causal Explanation Detection, an important ...
Backdoors to planning
AbstractBackdoors measure the distance to tractable fragments and have become an important tool to find fixed-parameter tractable (fpt) algorithms for hard problems in AI and beyond. Despite their success, backdoors have not been used for ...
Comments
Information & Contributors
Information
Published In

- General Chairs:
- Weizhi Meng,
- Christian D. Jensen,
- Program Chairs:
- Cas Cremers,
- Engin Kirda
Sponsors
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Check for updates
Qualifiers
- Poster
Funding Sources
- Helmholtz Association (HGF)
- German Federal Ministry of Education and Research (BMBF)
Conference
Acceptance Rates
Upcoming Conference
- Sponsor:
- sigsac
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 156Total Downloads
- Downloads (Last 12 months)88
- Downloads (Last 6 weeks)3
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in