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IJCAI-AiOfAi 2023 : 3rd Workshop on Adverse Impacts and Collateral Effects of AI Technologies

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Link: https://sites.google.com/view/aiofai2023/
 
When Aug 19, 2023 - Aug 21, 2023
Where Macao, China
Submission Deadline May 12, 2023
Notification Due Jun 1, 2023
Categories    artificial intelligence   privacy   trust   machine learning
 

Call For Papers

In conjunction with the 32nd International Conference on Artificial Intelligence (IJCAI-2023) https://ijcai-23.org

The role of Artificial Intelligence (AI) in people’s everyday life has grown exponentially over the last decade. Currently, individuals rely heavily on intelligent software applications across different domains including healthcare, logistics, defence, and governance. Particularly, AI systems facilitate decision-making processes across these domains through the automatic analysis and classification of large data sets and the subsequent identification of relevant patterns. To a large extent, such an approach has contributed to the sustainable development of modern societies and remains a powerful instrument for social and economic growth. However, recent events related to the massive spread of misinformation and deepfakes, along with large privacy and security breaches, have raised concerns among AI practitioners and researchers about the negative and detrimental impacts of these technologies. Hence, there is an urgent call for guidelines, methods, and techniques to assess and mitigate the potentially adverse impacts and side effects of AI applications.

This workshop explores how and up to which extent AI technologies can serve deceptive and malicious purposes either intentionally or not. Furthermore, it seeks to elaborate on countermeasures and mitigation actions to prevent potential negative effects and collateral damages of AI systems. For this, we invite AI researchers and practitioners across different disciplines and knowledge backgrounds to submit contributions dealing with the following (or related) topics:

Hazardous AI applications:
- Deepfakes.
- Fake news and misinformation.
- Online deception.
- Malicious personalization.
- Social engineering.

Adverse impacts of AI:
- Privacy and security breaches.
- Backfire effects.
- Guidelines and mitigation actions.
- Ethical conflicts and challenges.
- Risk assessment methods.

Responsible AI:
- Case studies.
- Best practices for trustworthy AI.

Generative AI tools:
- ChatGPT, AIVA.
- Stable Diffusion, DALL-E, AutoDraw.

**SPECIAL TOPICS OF INTEREST**

- Crises and AI: Crises like the COVID-19 pandemic and the war in Ukraine have plunged the world into a state of crisis. Although AI technologies can significantly contribute to mitigating the collateral effects of such catastrophic events (e.g., by helping administrate humanitarian aid), they can also act as lethal weapons and facilitate misinformation. Such is the case of autonomous drones capable of recognizing, selecting, and killing human targets; or biased news recommender systems polarizing public opinion. AiOfAi welcomes submissions elaborating on such controversial applications of AI technologies from an interdisciplinary and multistakeholder perspective.

- AI Regulations: The new regulatory framework for AI systems drafted by the European Commission seeks for instance to promote profound changes in the way such systems are developed and deployed. Still, many challenges are upfront particularly when it comes to the identification and assessment of risks potentially linked to AI solutions. We encourage the submission of papers elaborating on regulations, guidelines, methods and tools for assessing the risks of AI systems and their possible adverse impact on both individuals and societies at large.

**SUBMISSION DETAILS**

We welcome submissions spanning the full range of theoretical and applied work including user research, methods, datasets, tools, simulations, demos, and practical evaluations. Submissions should be 10-15 pages for full technical papers and 5-9 pages for position papers or demos including references in DOUBLE COLUMNS. Papers should be formatted according to the CEUR-WS instructions. Templates (Word and Latex) can be found here http://ceur-ws.org/Vol-XXX/CEURART.zip

Submissions will be peer-reviewed by 3-4 members of the program committee in a single-blind process. Proceedings shall be submitted to CEUR-WS.org for online publication (tentative).

Submission Deadline: May 12, 2023 (AoE) - EXTENDED!!!

Notification: June 1, 2023

Submission Link: https://easychair.org/conferences/?conf=aiofai2023

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