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pro vyhledávání: '"Balta, Dian"'
Despite the impressive adaptability of large language models (LLMs), challenges remain in ensuring their security, transparency, and interpretability. Given their susceptibility to adversarial attacks, LLMs need to be defended with an evolving combin
Externí odkaz:
http://arxiv.org/abs/2410.07962
The EU AI Act (EUAIA) introduces requirements for AI systems which intersect with the processes required to establish adversarial robustness. However, given the ambiguous language of regulation and the dynamicity of adversarial attacks, developers of
Externí odkaz:
http://arxiv.org/abs/2410.09078
Large language models are prone to misuse and vulnerable to security threats, raising significant safety and security concerns. The European Union's Artificial Intelligence Act seeks to enforce AI robustness in certain contexts, but faces implementat
Externí odkaz:
http://arxiv.org/abs/2410.05306
This paper presents an approach to developing assurance cases for adversarial robustness and regulatory compliance in large language models (LLMs). Focusing on both natural and code language tasks, we explore the vulnerabilities these models face, in
Externí odkaz:
http://arxiv.org/abs/2410.05304
In its 14 years, distributed ledger technology has attracted increasing attention, investments, enthusiasm, and user base. However, ongoing doubts about its usefulness and recent losses of trust in prominent cryptocurrencies have fueled deeply skepti
Externí odkaz:
http://arxiv.org/abs/2307.09188
Autor:
Baracaldo, Nathalie, Anwar, Ali, Purcell, Mark, Rawat, Ambrish, Sinn, Mathieu, Altakrouri, Bashar, Balta, Dian, Sellami, Mahdi, Kuhn, Peter, Schopp, Ulrich, Buchinger, Matthias
Federated Learning (FL) is a novel paradigm for the shared training of models based on decentralized and private data. With respect to ethical guidelines, FL is promising regarding privacy, but needs to excel vis-\`a-vis transparency and trustworthin
Externí odkaz:
http://arxiv.org/abs/2202.12443
Akademický článek
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Project stakeholders - those of IT projects in general as well as those of e-government projects in particular - have considerable influence on the perceived project success.Thus,understanding and managing stakeholder behavior is of great importance.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______518::1a91e248cee3070f73fa08e86f24b7b1
https://mediatum.ub.tum.de/1285100
https://mediatum.ub.tum.de/1285100