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检索条件"任意字段=13th ACM Symposium on Access Control Models and Technologies"

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SCIFFS: Enabling Secure third-Party Security Analytics using Serverless Computing 21

SCIFFS: Enabling Secure Third-Party Security Analytics using...

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26th acm symposium on access control models and technologies (SacmAT)

作者： Polinsky, Isaac Datta, Pubali Bates, Adam Enck, William N Carolina State Univ Raleigh NC 27695 USA Univ Illinois Champaign IL USA

ISBN: (纸本)9781450383653

third-party security analytics allow companies to outsource threat monitoring tasks to teams of experts and avoid the costs of in-house security operations centers. By analyzing telemetry data from many clients these services are able to offer enhanced insights, identifying global trends and spotting threats before they reach most customers. Unfortunately, the aggregation that drives these insights simultaneously risks exposing sensitive client data if it is not properly sanitized and tracked. In this work, we present SCIFFS, an automated information flow monitoring framework for preventing sensitive data exposure in third-party security analytics platforms. SCIFFS performs decentralized information flow control over customer data in a serverless setting, leveraging the innate polyinstantiated nature of serverless functions to assure precise and lightweight tracking of data flows. Evaluating SCIFFS against a proof-of-concept security analytics framework on the widely-used OpenFaaS platform, we demonstrate that our solution supports common analyst workflows (data ingestion, custom dashboards, threat hunting) while imposing just 3.87% runtime overhead on event ingestion and the overhead on aggregation queries grows linearly with the number of records in the database (e.g., 18.75% for 50,000 records and 104.27% for 500,000 records) as compared to an insecure baseline. thus, SCIFFS not only establishes a privacy-respecting model for third-party security analytics, but also highlights the opportunities for security-sensitive applications in the serverless computing model.

关键词： Serverless Computing Security Analytics Decentralized Information Flow control

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Application Research of Vertical Federated Learning Technology in Banking Risk control Model Strategy 21

Application Research of Vertical Federated Learning Technolo...

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21st IEEE International symposium on Parallel and Distributed Processing with Applications, 13th IEEE International Conference on Big Data and Cloud Computing, 16th IEEE International Conference on Social Computing and Networking and 13th International Conference on Sustainable Computing and Communications, ISPA/BDCloud/SocialCom/SustainCom 2023

作者： Luo, Yong Lu, Zhi Yin, Xiaofei Lu, Songfeng Weng, Yiting Huazhong University of Science and Technology Hubei Key Laboratory of Distributed System Security Hubei Engineering Research Center on Big Data Security School of Cyber Science and Engineering Wuhan China China Minsheng Banking Corp. Ltd. Beijing China Shenzhen Huazhong University of Science and Technology Research Institute Wuhan China Shu Lun Pan Beijing China

ISBN: (纸本)9798350329223

this study centers on the application of vertical federated learning technology in the context of Internet banking loans, with a particular focus on innovations in data privacy protection, risk control model algorithms, and secure multi-party computation. Currently, banking risk control strategies mainly rely on traditional data processing technologies, which often fall short in protecting user privacy and ensuring data usage efficiency. We adopt vertical federated learning technology, offering an innovative solution for the Internet banking loan scenario. Firstly, regarding data privacy protection, we propose a differential privacy mechanism to safeguard user-sensitive data. Secondly, we innovatively apply risk control model algorithms, facilitating collaborative modeling across multiple Internet loan platforms through federated learning. Furthermore, we introduce secure multi-party computation technology to ensure the secure transmission of data and confidentiality of computation processes during federated learning. through empirical experiments on real Internet loan datasets, we validate the effectiveness and feasibility of our proposed methods. After implementing our risk control model, the credit approval rate increased from 3.44% to 18.2%, with a single-day high reaching 25.53%. the average loan amount increased by 7,700 yuan, and the average interest rate slightly declined by 0.48%, marking a significant improvement and breakthrough compared to traditional risk control models. this study offers innovative solutions for data privacy protection and risk control in the Internet loan scenario, providing safer and more reliable services for financial institutions and users. Moreover, our methods possess high practicality and promotional value. the potential widespread impact on the industry is profound. © 2023 IEEE.

关键词： Risk management

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Data-based Sequential Design of 2x2 Multi-loop PID controllers 13th

Data-based Sequential Design of 2x2 Multi-loop PID Controlle...

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13th IFAC symposium on Dynamics and control of Process Systems, including Biosystems (DYCOPS)

作者： Zhang, Yinan Kumar, Anikesh Yang, Xin Samavedham, Lakshminarayanan Chiu, Min-Sen Natl Univ Singapore Dept Chem & Biomol Engn Singapore 117585 Singapore Chongqing Univ Technol Sch Chem & Chem Engn Chongqing 400054 Peoples R China

this paper introduces a sequential design method for multi-loop PID controllers under the Virtual Reference Feedback Tuning (VRFT) methodology. Simulation studies are presented to illustrate the effect of different reference models on the proposed design for two-input two-output (TITO) systems. Lastly, the proposed design is compared with benchmark designs for well-known multivariable processes. Copyright (c) 2022 the Authors. this is an open access article under the CC BY-NC-ND license (https://creativecommonsmrg/licenses/by-nc-nd 4,0)

关键词： MIMO control Data-based control Sequential design VRFT

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Numerical Analysis of Electric Field Interactions Associated with DNA Hybridization in A Microfluidic Device

Numerical Analysis of Electric Field Interactions Associated...

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International symposium on Advanced Topics in Electrical Engineering (ATEE)

作者： Sorina Gogoneață Yelda Veli Alexandru M. Morega Doctoral School of Electrical Engineering University Politehnica of Bucharest Romania Faculty of Electrical Engineering University Politehnica of Bucharest Romania "Gh. Mihoc – C. Iacob" Institute of Statistical Mathematics and Applied Mathematics Romanian Academy

the detection technologies based on specific hybridization of nucleic acids, integrated with microfluidic platforms, represent advanced bioanalysis methods for detecting pathogens, contaminants, or various biomolecules. the ability to manipulate and control minimal quantities of samples along a detection platform represents a technical issue in the current development of DNA biochips. the design of these devices requires theoretical and numerical models for the analysis of the flow in a microchannel and the kinetics of heterogeneous hybridization. this paper presents practical information on designing a microfluidic device to study electric field interactions with DNA hybridization.

关键词： DNA Process control Numerical simulation Kinetic theory Electric fields Isothermal processes Probes

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Isolating namespace and performance in key-value SSDs for multi-tenant environments 21

Isolating namespace and performance in key-value SSDs for mu...

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13th acm Workshop on Hot Topics In Storage and File Systems, HotStorage 2021

作者： Min, Donghyun Kim, Youngjae Dept. of Computer Science and Engineering Sogang University Seoul Korea Republic of

ISBN: (纸本)9781450385503

Key-value SSDs (KVSSDs) implement the storage engine of a key-value store such as log-structured merge-tree (LSM-tree) inside the SSD. However, recent LSM-tree based KVSSDs cannot be used directly in a multi-tenant environment. LSMtree-based KVSSDs are not designed with isolation in mind in terms of namespaces and performance, leading to incorrect data access between concurrent users and poor read performance. In this paper, we propose Iso-KVSSD, a LSM-tree based KVSSD for multi-tenancy by supporting namespace and performance isolation. the Iso-KVSSD performs access control based on the user's namespace and constructs per-namespace dedicated LSM-trees for users. We implement the Iso-KVSSD on Cosmos+ OpenSSD in a Linux environment and evaluate performance with Put() and Get() workloads by varying the number of tenants. Our extensive evaluation results showed that Iso-KVSSD has negligible write performance overhead and an average 2.9 times higher read throughput than a baseline that manages one global shared LSM tree between users. © 2021 Association for Computing Machinery.

关键词： access control

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Teaching Estimation and control via Probabilistic Graphical models - An Intuitive and Problem-Based Approach 13

Teaching Estimation and Control via Probabilistic Graphical ...

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13th IFAC symposium on Advances in control Education (ACE)

作者： Hoffmann, Christian Herzog Ne Vollmer, Felix Gruner, Jonas Rostalski, Philipp Univ Lubeck Inst Elect Engn Med IME Lubeck Germany Fraunhofer Inst Individualized & Cell Based Med T Lubeck Germany

this contribution discusses an approach to teaching estimation and control via probabilistic graphical models, more specifically via Forney-style factor graphs, combined with a problem-based learning exercise model. the course's overall rationale follows the idea that factor graphs present a unifying perspective on a vast range of topics in estimation and control and may thus present a substantially more intuitive access to the subject matter. Factor graphs allow for a rigorous approach to algorithm design via mixing and matching graphical representations of algorithms or parts thereof. Even though there is a substantial overhead in explaining and understanding the way algorithms can be presented on graphical models via message passing, we postulate that this additional effort pays off by highlighting similarities, enabling easier modifications, and presenting a seamless framework combining approaches from classical control and modern machine learning. Accordingly, the course is set up to combine two goals: It (i) presents canonical topics, such as advanced Kalman filtering, parameter estimation and control, while (ii) simultaneously preparing students to continue research in the domain of probabilistic inference. To promote the latter, the exercises associated with the course adopt a problem-based learning approach, asking students to utilize and possibly extend a toolbox for factor graphs when attempting to solve relevant and mostly application-driven challenges. Copyright (C) 2022 the Authors.

关键词： Estimation control Machine Learning Probabilistic Inference Factor Graphs Problem-based Learning

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the Modern control Technology of the Linear Generator for Oceanic Wave Energy Conversion System 13

The Modern Control Technology of the Linear Generator for Oc...

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13th International symposium on Linear Drives for Industry Applications, LDIA 2021

作者： Farrok, Omar Kiran, Mahbubur Rahman Islam, Md. Rabiul Xu, Wei Department of Electrical and Electronic Engineering Ahsanullah University of Science and Technology Tejgaon I/A Dhaka1208 Bangladesh Department of Electrical and Electronic Engineering Green University of Bangladesh Dhaka Bangladesh School of Electrical Computer and Telecommunications Engineering Faculty of Engineering and Information Sciences University of Wollongong NSW2522 Australia State Key Laboratory of Advanced Electromagnetic Engineering and Technology Huazhong University of Science and Technology Wuhan430074 China

ISBN: (纸本)9781728172101

Electrical power generation from the oceanic wave is one of the noteworthy footsteps in the field of renewable energy resource based energy conversion system. there are different technologies regarding electricity generation by using linear electrical generators along with the wave energy devices. this paper presents various control technologies of the linear generator that are widely been used for harvesting oceanic wave energy. Several controllers are discussed that are used to control the voltage, current, and power flow of the linear generator. Mathematical models of different controllers are discussed. Connection of the controller with the linear generator, input, output, outcome, and method of the controller with their pros and cons are presented as well. In addition, testing devices and their controls for the linear generator are presented with their schematic diagram. this paper would play vital role to the researcher for the future development of the linear generator for oceanic wave energy conversion. © 2021 IEEE

关键词： controllers

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Declarative access control for Aggregations of Multiple Ownership Data 20

Declarative Access Control for Aggregations of Multiple Owne...

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25th acm symposium on access control models and technologies (SacmAT)

作者： Rosa, Marco Di Cerbo, Francesco Lozoya, Rocio Cabrera SAP Secur Res Sophia Antipolis France Univ Bergamo Sophia Antipolis France

ISBN: (纸本)9781450375689

Data aggregation operations are popular in domains like data analytics, machine learning and artificial intelligence. However, despite the availability of information, situations like fragmented ownership and legal frameworks hinder data processing, requiring companies to design complex human-driven processes in order to gather, aggregate, and process data in a compliant way. Our proposal addresses this lack of automation with an access control mechanism extending XacmL, an access control standard with language and implementation, to regulate operations with multiple data policies.

关键词： access control Data Aggregation Authorization Policies

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Kinematic modelling and design of a tendon actuated soft manipulator 13

Kinematic modelling and design of a tendon actuated soft man...

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13th IFAC symposium on Robot control (SYROCO)

作者： Banovic, Nikola Maric, Filip Seder, Marija Petrovic, Ivan Univ Zagreb Lab Autonomous Syst & Mobile Robot Fac Elect Engn & Comp Zagreb Croatia Univ Toronto Inst Aerosp Studies Space & Terr Autonomous Robot Syst Lab Toronto ON Canada

ISBN: (纸本)9781713867890

Soft robots have garnered significant attention in recent years due to their ability to perform complex and organic motions, while being simple in structure. In particular, soft manipulators have enabled safer collaboration with humans and larger margins of error in applications such as grasping. Unfortunately, the lack of conventional mechanical joints and a large variety of designs necessitate the development of specialized kinematic models. In this paper, we present a novel mathematical framework for kinematic modelling of multi-section soft manipulators actuated by four pulling tendons per section embedded in an elastic, deformable material such as silicone. We use piecewise constant curvature approximation to capture the shape of the manipulator and derive an analytical forward kinematic mapping. Further, we accompany this model with a simple and effective numerical inverse kinematics approach. Finally, we develop a hardware prototype and perform a qualitative validation of both the forward and inverse kinematics. Our experiments indicate that this kinematic model is a feasible for the proposed robot *** (c) 2022 the Authors this is an open access article under the CC BY-NC-ND license (https://***/licenses/by-nc-nd/4.0/)

关键词： soft robotics soft manipulator design motion control systems kinematics

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Deploying access control Enforcement for IoT in the Cloud-Edge Continuum with the help of the CAP theorem 20

Deploying Access Control Enforcement for IoT in the Cloud-Ed...

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25th acm symposium on access control models and technologies (SacmAT)

作者： Ahmad, Tahir Morelli, Umberto Ranise, Silvio FBK ICT Secur & Trust Unit Trento Italy Univ Genoa DIBRIS Genoa Italy

ISBN: (纸本)9781450375689

the CAP theorem is used by distributed system practitioners to investigate the necessary trade-offs in the design and development of distributed systems, mainly databases and web applications. In this paper, we use it to reason about access control systems designed for the Internet of things (IoT). We validate our approach by experimentally investigating alternative architectural designs to enforce access control in a smart lock system using the cloud-edge IoT platform offered by Amazon Web Services. We discuss the trade-off between security and performance that may help IoT designers choose the most suitable architecture supporting their requirements.

关键词： access control Internet of things CAP theorem

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