[Apologies for multiple postings]
2nd ACM International Workshop on Multimedia AI against Disinformation MAD'23 ACM International Conference on Multimedia Retrieval ICMR'23 Thessaloniki, Greece, June 12-15, 2023 https://mad2023.idmt.fraunhofer.de/ https://easychair.org/my/conference?conf=icmr20230
*** Call for papers *** * Paper submission due: February 28, 2023 * Acceptance notification: March 31, 2023 * Camera-ready papers due: April 20, 2023 * Workshop @ACM ICMR 2023: June 12, 2023 (TBD)
Modern communication does not rely anymore solely on classic media like newspapers or television, but rather takes place over social networks, in real-time, and with live interactions among users. The speedup in the amount of information available, however, also led to an increased amount and quality of misleading content, disinformation and propaganda Conversely, the fight against disinformation, in which news agencies and NGOs (among others) take part on a daily basis to avoid the risk of citizens' opinions being distorted, became even more crucial and demanding, especially for what concerns sensitive topics such as politics, health and religion.
Disinformation campaigns are leveraging, among others, market-ready AI-based tools for content creation and modification: hyper-realistic visual, speech, textual and video content have emerged under the collective name of “deepfakes”, undermining the perceived credibility of media content. It is, therefore, even more crucial to counter these advances by devising new analysis tools able to detect the presence of synthetic and manipulated content, accessible to journalists and fact-checkers, robust and trustworthy, and possibly based on AI to reach greater performance.
Future multimedia disinformation detection research relies on the combination of different modalities and on the adoption of the latest advances of deep learning approaches and architectures. These raise new challenges and questions that need to be addressed in order to reduce the effects of disinformation campaigns. The workshop, in its second edition, welcomes contributions related to different aspects of AI-powered disinformation detection, analysis and mitigation.
Topics of interest include but are not limited to: - Disinformation detection in multimedia content (e.g., video, audio, texts, images) - Multimodal verification methods - Synthetic and manipulated media detection - Multimedia forensics - Disinformation spread and effects in social media - Analysis of disinformation campaigns in societally-sensitive domains - Robustness of media verification against adversarial attacks and real-world complexities - Fairness and non-discrimination of disinformation detection in multimedia content - Explaining disinformation /disinformation detection technologies for non-expert users - Temporal and cultural aspects of disinformation - Dataset sharing and governance in AI for disinformation - Datasets for disinformation detection and multimedia verification - Open resources, e.g., datasets, software tools - Multimedia verification systems and applications - System fusion, ensembling and late fusion techniques - Benchmarking and evaluation frameworks
*** Submission guidelines *** When preparing your submission, please adhere strictly to the ACM ICMR 2023 instructions, to ensure the appropriateness of the reviewing process and inclusion in the ACM Digital Library proceedings. The instructions are available here https://icmr2023.org/paper-submissions/.
*** Organizing committee *** Luca Cuccovillo, Fraunhofer IDMT, Germany Bogdan Ionescu, Politehnica University of Bucharest, Romania Giorgos Kordopatis-Zilos, Centre for Research and Technology Hellas, Thessaloniki, Greece Symeon Papadopoulos, Centre for Research and Technology Hellas, Thessaloniki, Greece Adrian Popescu, CEA LIST, Saclay, France
The workshop is supported under the H2020 project AI4Media “A European Excellence Centre for Media, Society and Democracy” https://www.ai4media.eu/, and the Horizon Europe project vera.ai “VERification Assisted by Artificial Intelligence” https://www.veraai.eu/.
On behalf of the organizers,
Bogdan Ionescu https://www.aimultimedialab.ro/