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Survey on Backdoor Attacks on Deep Learning: Current Trends, Categorization, Applications, Research Challenges, and Future Prospects
Published 2025-01-01“…Such attacks are usually referred to as Trojan or backdoor attacks and are very stealthy and hard to detect. In this paper, we highlight the complete attack surface that can be exploited to inject hidden malicious functionality (backdoors) in machine learning models. …”
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Interpretable correlator Transformer for image-like quantum matter data
Published 2025-01-01“…Here, we introduce the correlator Transformer (CoTra), which classifies different phases of matter while at the same time yielding full interpretability in terms of physical correlation functions. The network’s underlying structure is a tailored attention mechanism, which learns efficient ways to weigh local and non-local correlations for a successful classification. …”
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Dual-Level Fault-Tolerant FPGA-Based Flexible Manufacturing System
Published 2025-05-01“…Reconfigurable duplication was used as the first level of fault tolerance at the workcell level. It was shown how to detect and recover from FPGA faults such as Single Event Upsets (SEUs), hard faults, and Single Event Functional Interrupts (SEFIs). …”
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Irreducible traumatic pure hip dislocation by the entrapment of the lateral rotator muscle group of the hip: A case report
Published 2024-08-01“…The posterior-lateral approach provides excellent exposure of the posterior hip structures, but it carries the risk of injury to the medial circumflex artery. After successfully reducing the dislocation, it is essential to perform a computed tomography (CT) scan to detect any osteochondral lesions, including femoral head impaction. …”
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The Ultrastructure of Olfactory Sensilla Across the Antenna of <i>Monolepta signata</i> (Oliver)
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Emotional and Aesthetic Values as Basis for Popularity of TV Programs: Contrastive-Comparative Experience
Published 2022-04-01“…It is concluded that journalistic projects develop according to the laws of marketing: those products that have the following advantages are “sold” more successfully: emotional values, functions unusual for journalism, art values, etc.…”
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The narrow-band organic photodetectors based on organic photo-filtering layers using a transfer printing technology
Published 2025-06-01“…Abstract Aiming at the response spectral of organic photodetectors (OPDs), we investigate a method of preparing the narrow-band near-infrared (NIR) OPDs by using thin film transfer print technology (TFTPT) to prepare the active layer of bulk heterojunction on the organic photo-filtering layer—a functional layer which can block some specific wavelengths of light and prevent these photons from reaching the next functional layer. …”
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Pseudomonas cold shock proteins suppress bacterial effector translocation in Nicotiana benthamiana
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Predicting clinical outcome in posterior circulation large-vessel occlusion patients with endovascular recanalisation: the GNC score
“…This study sought to develop and validate a novel scoring system for predicting functional outcomes in pc-LVO cases following successful endovascular recanalisation.Methods We derived a predictive model from the DETECT-China cohort and externally validated it using the DETECT2-China dataset. …”
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Using a Socio-Technical Model of a Global Software Development Project for Facilitating Risk Management and Improving the Project Structure
Published 2018-07-01“…. – between the groups of developers engaged in the project. To successfully manage the risks caused by such distances, there is a need to explicate and present the distances in a form suitable for manual or semi-automatic analysis, the goal of which is to detect potential risks and find ways of mitigating them. …”
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HIV-1 specific antibody titers and neutralization among chronically infected patients on long-term suppressive antiretroviral therapy (ART): a cross-sectional study.
Published 2014-01-01“…These patients, particularly those with slower HIV progression and more time with detectable viremia prior to initiation of suppressive ART, are a promising population to identify and further study functional antibodies against HIV-1.…”
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Ectomycorrhizas in Lycopodiopsida: their first registry and arbuscular mycorrhiza in Phlegmariurus saururus (Huperziaceae)
Published 2025-05-01“…The ectomycorrhizas detected in P. saururus could be considered as an adaptive mechanism related to the successful colonisation of this habitat and can undergo a significant transformation in the lifestyle of fungal symbiosis of lycophytes, which could provide important insights into this morphological and functional evolution.…”
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Active microorganisms thrive among extremely diverse communities in cloud water.
Published 2017-01-01“…Clouds are key components in Earth's functioning. In addition of acting as obstacles to light radiations and chemical reactors, they are possible atmospheric oases for airborne microorganisms, providing water, nutrients and paths to the ground. …”
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