Works Published in 2023
Displaying works 81 - 100 of 233 in total
Sorted by most recent date added to the index first, which may not be the same as publication date order.
2023 journal article
VFCFinder: Seamlessly Pairing Security Advisories and Patches
ArXiv Preprint ArXiv:2311.01532.
Source: ORCID
Added: January 2, 2024
2023 journal article
S3C2 Summit 2202-09: Industry Secure Suppy Chain Summit
ArXiv Preprint ArXiv:2307.15642.
Source: ORCID
Added: January 2, 2024
2023 journal article
S3C2 Summit 2023-06: Government Secure Supply Chain Summit
ArXiv Preprint ArXiv:2308.06850.
Source: ORCID
Added: January 2, 2024
2023 journal article
Classification of tree forms in aerial LiDAR point clouds using CNN for 3D tree modelling
INTERNATIONAL JOURNAL OF REMOTE SENSING, 44(22), 7156–7186.
TL;DR:
The trained CNN model can be used to classify non-overlapping deciduous trees from discrete return ALS data and subsequently visualize near-realistic 3D tree models of trees.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: December 18, 2023
2023 journal article
Runtime Verification of Crypto APIs: An Empirical Study
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 49(10), 4510–4525.
author keywords: Security vulnerability; crypto API misuse; runtime verification
TL;DR:
A study of runtime verification (RV) as a dynamic-analysis-based alternative for crypto API misuse detection and it is shown to be effective and efficient for amplifying the bug-finding ability of software tests.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries, ORCID
Added: December 18, 2023
2023 review
Are Your Dependencies Code Reviewed?: Measuring Code Review Coverage in Dependency Updates
[Review of ]. IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 49(11), 4932–4945.
author keywords: Codes; Phantoms; Software; Software development management; Source coding; Security; Supply chains; Software supply chain security; open source security; dependency analysis
TL;DR:
Depdive, an update audit tool for packages in Crates.io, npm, PyPI, and RubyGems registry, is implemented and it is found that phantom artifacts are not uncommon in the updates, indicating that even the most used packages can introduce non-reviewed code in the software supply chain.
(via Semantic Scholar)
arxiv.org (repository)
Source: Web Of Science
Added: December 18, 2023
2023 chapter
Cracking the Code of Learning Gains: Using Ordered Network Analysis to Understand the Influence of Prior Knowledge
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: ORCID
Added: December 11, 2023
2023 journal article
Understanding Responsible Computing via Project Management for Sustainability
IEEE INTERNET COMPUTING, 27(6), 37–42.
author keywords: Sociotechnical systems; Project management; Internet; Sustainable development; Business
TL;DR:
A new framework for developing responsible Internet applications is introduced that synthesizes the perspectives of the theory of change, participatory system mapping, and computational sociotechnical systems.
(via Semantic Scholar)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: December 11, 2023
2023 article
Deception in Drone Surveillance Missions: Strategic vs. Learning Approaches
PROCEEDINGS OF THE 2023 INTERNATIONAL SYMPOSIUM ON THEORY, ALGORITHMIC FOUNDATIONS, AND PROTOCOL DESIGN FOR MOBILE NETWORKS AND MOBILE COMPUTING, MOBIHOC 2023, pp. 382–387.
author keywords: Honey drone; defensive deception; unmanned aerial vehicle; mission effectiveness; game theory; deep reinforcement learning
TL;DR:
This work proposes a unique proactive defense using honey drones (HD) for UAVs during surveillance operations to identify the optimal setting using deep reinforcement learning (DRL) or game theory and compares their performance with that of non-HD-based methods.
(via Semantic Scholar)
Sources: ORCID, Web Of Science, NC State University Libraries
Added: December 11, 2023
2023 article
Co-designing a Classroom Orchestration Assistant for Game-based PBL Environments
Bae, H., Feng, C., Glazewski, K., Hmelo-Silver, C. E., Chen, Y., Mott, B. W., … Lester, J. C. (2023, November 8). TECHTRENDS.
author keywords: Classroom orchestration; Collaborative inquiry; Problem-based learning; Teacher dashboard; Intelligent orchestration assistants; Co-design
TL;DR:
The primary features that were identified as essential from teacher interviews are presented and the design tensions between the goals of the teachers and designers are discussed as they work together on a shared view of what it means to design an intelligent assistant for classroom orchestration.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: Web Of Science
Added: December 4, 2023
2023 journal article
A normative approach for resilient multiagent systems
AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS, 37(2).
author keywords: Norms; Multiagent systems; Resilience
TL;DR:
ReNo is a framework that computes probabilistic and temporal guarantees on whether the underlying requirements are met or, if failed, recovered and shows how the social and technical layers can be modeled jointly to enable the construction of resilient systems of autonomous agents.
(via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: December 4, 2023
2023 conference paper
Pushed by Accident: A Mixed-Methods Study on Strategies of Handling Secret Information in Source Code Repositories
32nd USENIX Security Symposium (USENIX Security 23), 2527–2544. https://www.usenix.org/conference/usenixsecurity23/presentation/krause
Event: at Anaheim, CA
Source: ORCID
Added: November 25, 2023
2023 journal article
A Viewpoint on Human Factors in Software Supply Chain Security: A Research Agenda
IEEE SECURITY & PRIVACY, 21(6), 59–63.
author keywords: Privacy; Supply chain management; Human factors; Software; Security
Sources: ORCID, Web Of Science, NC State University Libraries
Added: November 25, 2023
2023 article
You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model
2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), pp. 10781–10791.
TL;DR:
A novel early exiting strategy for unified vision language models is proposed, which allows to dynamically skip the layers in encoder and decoder simultaneously in term of input layer-wise similarities with multiple times of early exiting, namely MuE.
(via Semantic Scholar)
Source: Web Of Science
Added: November 20, 2023
2023 article
Accelerating Dataset Distillation via Model Augmentation
2023 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), pp. 11950–11959.
TL;DR:
This paper assumes that training the synthetic data with diverse models leads to better generalization performance and proposes two model augmentation techniques, i.e. using early-stage models and parameter perturbation to learn an informative synthetic set with significantly reduced training cost.
(via Semantic Scholar)
Source: Web Of Science
Added: November 20, 2023
2023 article
DJXPerf: Identifying Memory Inefficiencies via Object-Centric Profiling for Java
PROCEEDINGS OF THE 21ST ACM/IEEE INTERNATIONAL SYMPOSIUM ON CODE GENERATION AND OPTIMIZATION, CGO 2023, pp. 81–94.
author keywords: Java; profiling; performance optimization; PMU
TL;DR:
DJXPerf is presented, a lightweight, object-centric memory profiler for Java, which associates memory-hierarchy performance metrics (e.g., cache/TLB misses) with Java objects and presents Java object allocation contexts combined with their usage contexts and presents them ordered by the poor locality behaviors.
(via Semantic Scholar)
Source: Web Of Science
Added: November 20, 2023
2023 article
Fence: Fee-Based Online Balance-Aware Routing in Payment Channel Networks
Wang, X., Yu, R., Yang, D., Xue, G., Gu, H., Li, Z., & Zhou, F. (2023, October 16). IEEE-ACM TRANSACTIONS ON NETWORKING, Vol. 10.
author keywords: Routing; Throughput; Blockchains; Bitcoin; Security; Scalability; Privacy; Blockchain; payment channel network; routing; online algorithm; competitive analysis
Sources: Web Of Science, NC State University Libraries
Added: November 13, 2023
2023 journal article
Neural layered min-sum decoders for cyclic codes
PHYSICAL COMMUNICATION, 61.
author keywords: Channel codes; Neural network decoders; Layered min-sum algorithm; Modified random redundant decoding
Sources: Web Of Science, NC State University Libraries
Added: November 6, 2023
2023 article
Dynamic Sparse Training via Balancing the Exploration-Exploitation Trade-off
2023 60TH ACM/IEEE DESIGN AUTOMATION CONFERENCE, DAC.
author keywords: Over-parameterization; neural network pruning; sparse training
TL;DR:
Experimental results show that sparse models obtained by the proposed method outperform the SOTA sparse training methods on a wide variety of deep learning tasks.
(via Semantic Scholar)
Source: Web Of Science
Added: November 6, 2023
2023 article
Neurogenesis Dynamics-inspired Spiking Neural Network Training Acceleration
2023 60TH ACM/IEEE DESIGN AUTOMATION CONFERENCE, DAC.
author keywords: spiking neural network; neural network pruning; sparse training; neuromorphic computing
TL;DR:
This framework is computational efficient and trains a model from scratch with dynamic sparsity without sacrificing model fidelity, and designs a new drop-and-grow strategy with decreasing number of non-zero weights, to maintain extreme high sparsity and high accuracy.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Source: Web Of Science
Added: November 6, 2023
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