Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 20 of 382 for “"Trustworthy"”.
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Trustworthy transfer learning
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-02-04 without embargo terms
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Generating Trustworthy Synthetic Data
Science relies on data. Real data can be severely limiting: it may be privacy-sensitive, unfair, unbalanced, unrepresentative, or it may simply not exist for the setting of interest. These limitations continuously constrain how the machine learning (ML) community operates---from training to …
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Trustworthy data from untrusted databases
… the data retrieved from an untrusted server are trustworthy. In particular, we reduce the level of trust necessary in order to establish the trustworthiness of data. Earlier work in this domain is limited to situations where there are no updates to the database, or all updates are authorized and …
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Trustworthy and scalable anonymous communication
… Finally, we describe a protocol for trustworthy and scalable anonymous communication that can directly leverage users’ trusted social contacts. We evaluate the effectiveness of our protocols using theoretical analysis, simulations, implementations and a Facebook application.
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Towards trustworthy large language models
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2024-03-01 without embargo terms
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Human-centric trustworthy foundation model reasoning
… LM models to achieve in developing human-centric trustworthy AI, and what model reasoning paradigm better push forward this motivation. Central to our dissertation is the goal of developing novel socially-situated human-model aligned natural language and multimedia knowledge reasoning framework …
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Towards Trustworthy Learning in Temporal Learning Environments
This thesis explores how to build trustworthy machine learning systems that learn and adapt over time. As machine learning moves beyond static benchmarks and into real-world settings, where data distributions shift, environments change, and objectives evolve, it is more important and difficult to …
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Trustworthy system development through high-level synthesis
… policy allows a region of the program labeled as trustworthy to modify any address in data memory, but another region of the program labeled as untrustworthy is restricted to only being able to modify a specific region of data memory. Our timing results show that adding the integrity policy …
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Trustworthy Reinforcement Learning under Constraints and Perturbations
… our approaches achieve both high performance and trustworthy behavior.
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Towards accessible, trustworthy high-performance approximate computing
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-10-20 without embargo terms
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Certifiably trustworthy deep learning systems at scale
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2024-03-01 without embargo terms
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Trustworthy machine learning throughout model’s life cycle
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2023-09-01 without embargo terms
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Towards trustworthy foundations for operating system Forensics
… demonstrates a viable path forward to achieving trustworthy foundations for operating system forensics.
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Trustworthy Learning and Uncertainty Quantification under Constraints
… there is an increasing need for reliable and trustworthy machine learning techniques, which requires the models to impose other capabilities, such as privacy preservation, computational efficiency, interpretability, robustness, and uncertainty quantification. This thesis focus on proposing …
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Optimization Techniques for Trustworthy 3D Object Understanding
Autonomous machines require reliable 3D object understanding to interpret and interact with their environment. In this thesis, we consider two tightly coupled 3D object understanding problems. Shape estimation seeks a consistent 3D model of an object given sensor data and some set of priors. Pose …
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Trustworthy Embedded Computing for Cyber-Physical Control
… attacks on, or from, embedded controllers: the Trustworthy Autonomic Interface Guardian Architecture (TAIGA). We define five trust requirements for building a fine-grained trusted computing component. TAIGA satisfies all requirements and addresses all classes of CPC attacks using an approach …
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Accurate and Trustworthy Recommender Systems: Algorithms and Findings
… and (2) making recommender systems robust and trustworthy. First, we study session-based recommender systems (SBRSs) and user intent-aware recommender systems, which have been proposed to enhance accuracy and personalization via modeling users’ short-term and evolving interests. Existing …
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Building trustworthy smart contracts using interactive theorem proving
There are varying approaches to the verification of smart contracts using formal methods. This thesis advocates for the use of high-level specifications coupled with a verified compiler to low-level bytecode, such as for the Ethereum Virtual Machine. Taking this approach allows for specifications …
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Establishing a Trustworthy First Approximation for Evolutionary Distances
Advances in sequencing have generated a large number of complete genomes. Traditionally, phylogenetic analysis relies on alignments of orthologs, but defining orthologs and separating them from paralogs is a complex task that may not always be suited to the large datasets of the future. An …
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Trustworthy and Efficient Blockchain-based E-commerce Model
Amidst the rising popularity of digital marketplaces, addressing issues such as non- payment/non-delivery crimes, centralization risks, hacking threats, and the complexity of ownership transfers has become imperative. Many existing studies exploring blockchain technology in digital marketplaces and …
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