Game Theory in Distributed Systems Security: Foundations, Challenges, and Future Directions
- URL: http://arxiv.org/abs/2309.01281v2
- Date: Tue, 28 May 2024 04:15:18 GMT
- Title: Game Theory in Distributed Systems Security: Foundations, Challenges, and Future Directions
- Authors: Mustafa Abdallah, Saurabh Bagchi, Shaunak D. Bopardikar, Kevin Chan, Xing Gao, Murat Kantarcioglu, Congmiao Li, Peng Liu, Quanyan Zhu,
- Abstract summary: Many of our critical infrastructure systems and personal computing systems have a distributed computing systems structure.
The distributed system security and the game theory technical communities can come together to effectively address this challenge.
This article was conceived of through a community discussion at the 2022 NSF SaTC PI meeting.
- Score: 24.84182852115353
- License: http://creativecommons.org/licenses/by-nc-nd/4.0/
- Abstract: Many of our critical infrastructure systems and personal computing systems have a distributed computing systems structure. The incentives to attack them have been growing rapidly as has their attack surface due to increasing levels of connectedness. Therefore, we feel it is time to bring in rigorous reasoning to secure such systems. The distributed system security and the game theory technical communities can come together to effectively address this challenge. In this article, we lay out the foundations from each that we can build upon to achieve our goals. Next, we describe a set of research challenges for the community, organized into three categories -- analytical, systems, and integration challenges, each with "short term" time horizon (2-3 years) and "long term" (5-10 years) items. This article was conceived of through a community discussion at the 2022 NSF SaTC PI meeting.
Related papers
- Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition [64.03517222829902]
Large language model systems face important security risks from maliciously crafted messages.
To study this problem, we organized a capture-the-flag competition at IEEE SaTML 2024.
This report summarizes the main insights from the competition.
arXiv Detail & Related papers (2024-06-12T07:27:28Z) - After the Breach: Incident Response within Enterprises [0.0]
We present a survey of systems that perform automated attack investigation.
We discuss the challenges faced by these systems, and present a comparison in terms of their effectiveness, practicality, and ability to address these challenges.
arXiv Detail & Related papers (2024-04-30T18:00:00Z) - Describing and Organizing Semantic Web and Machine Learning Systems in
the SWeMLS-KG [4.117316143367209]
A new sub-area has emerged that focuses on combining machine learning (ML) components with techniques developed by the Semantic Web (SW) community - Semantic Web Machine Learning (SWeML for short)
We performed a systematic study and analyzed nearly 500 papers published in the last decade in this area, where we focused on evaluating architectural, and application-specific features.
Our analysis identified a rapidly growing interest in SWeML Systems, with a high impact on several application domains and tasks.
arXiv Detail & Related papers (2023-03-27T11:31:42Z) - Coordinated Science Laboratory 70th Anniversary Symposium: The Future of
Computing [80.72844751804166]
In 2021, the Coordinated Science Laboratory CSL hosted the Future of Computing Symposium to celebrate its 70th anniversary.
We summarize the major technological points, insights, and directions that speakers brought forward during the symposium.
Participants discussed topics related to new computing paradigms, technologies, algorithms, behaviors, and research challenges to be expected in the future.
arXiv Detail & Related papers (2022-10-04T17:32:27Z) - Hyperloop: A Cybersecurity Perspective [56.82349944873289]
We provide the first analysis of the cybersecurity challenges of the interconnections between the different components of the Hyperloop ecosystem.
We investigate possible infrastructure management approaches and their security concerns.
We discuss countermeasures and future directions for the security of the Hyperloop design.
arXiv Detail & Related papers (2022-09-07T12:10:36Z) - Future Computer Systems and Networking Research in the Netherlands: A
Manifesto [137.47124933818066]
We draw attention to CompSys as a vital part of ICT.
Each of the Top Sectors of the Dutch Economy, each route in the National Research Agenda, and each of the UN Sustainable Development Goals pose challenges that cannot be addressed without CompSys advances.
arXiv Detail & Related papers (2022-05-26T11:02:29Z) - A Survey on Synchronous Augmented, Virtual and Mixed Reality Remote
Collaboration Systems [81.0723729946659]
The focus of this work is clearly on synchronised collaboration from a distance.
A total of 82 unique systems for remote collaboration are discussed, including more than 100 publications and 25 commercial systems.
arXiv Detail & Related papers (2021-02-11T13:33:51Z) - A Research Ecosystem for Secure Computing [4.212354651854757]
Security of computers, systems, and applications has been an active area of research in computer science for decades.
Challenges range from security and trust of the information ecosystem to adversarial artificial intelligence and machine learning.
New incentives and education are at the core of this change.
arXiv Detail & Related papers (2021-01-04T22:42:28Z) - NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons
Learned [122.429985063391]
We describe the motivation and organization of the EfficientQA competition from NeurIPS 2020.
The competition focused on open-domain question answering (QA), where systems take natural language questions as input and return natural language answers.
arXiv Detail & Related papers (2021-01-01T01:24:34Z) - Conceptualization and Framework of Hybrid Intelligence Systems [0.0]
This article provides a precise definition of hybrid intelligence systems and explains its relation with other similar concepts.
We argue that all AI systems are hybrid intelligence systems, so human factors need to be examined at every stage of such systems' lifecycle.
arXiv Detail & Related papers (2020-12-11T06:42:06Z) - Mathematical Foundations for Social Computing [21.041093050431183]
Social computing encompasses the mechanisms through which people interact with computational systems.
In June 2015, we brought together roughly 25 experts in related fields to discuss the promise and challenges of establishing mathematical foundations for social computing.
This document captures several of the key ideas discussed.
arXiv Detail & Related papers (2020-07-07T17:50:27Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.