An Efficient Preprocessing-Based Approach to Mitigate Advanced Adversarial Attacks
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Computers"
DOI: 10.1109/tc.2021.3076826
Abstract: Deep Neural Networks are well-known to be vulnerable to Adversarial Examples. Recently, advanced gradient-based attacks were proposed (e.g., BPDA and EOT), which can significantly increase the difficulty and complexity of designing effective defenses. In this… read more here.
Keywords: efficient preprocessing; based approach; preprocessing based; mitigate advanced ... See more keywords
FairPlay: A Collaborative Approach to Mitigate Bias in Datasets for Improved AI Fairness
Sign Up to like & getrecommendations! Published in 2025 at "Proceedings of the ACM on Human-Computer Interaction"
DOI: 10.1145/3710982
Abstract: The issue of fairness in decision-making is a critical one, especially given the variety of stakeholder demands for differing and mutually incompatible versions of fairness. Adopting a strategic interaction of perspectives provides an alternative to… read more here.
Keywords: bias datasets; fairplay collaborative; fairplay; approach mitigate ... See more keywords
A Direct Chemical Approach to Mitigate Environment Lead Contamination in Perovskite Solar Cells
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DOI: 10.3390/en17071629
Abstract: Current guidelines indicate that the lead levels in perovskite solar cells are sufficiently low, putting them on par with the safety of other lead-containing electronics. Yet, there remains ambiguity regarding the exact environmental impact of… read more here.
Keywords: environment; solar cells; direct chemical; chemical approach ... See more keywords