CICI:TCR:CAREFREE:Cloud infrAstructure ResiliencE of the Future foR tEstbeds, accelerators and nEtworks
CICI:TCR:CAREFREE:Cloud infrAstructure ResiliencE of the Future foR tEstbeds, accelerators and nEtworks
批准号:
2319962
负责人:
Xiaolin Xu
金额:
$120.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-10-01 至 2026-09-30
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Cyberinfrastructure in the form of cloud computing has become the main workhorse for accelerating modern scientific exploration, discovery, and advancement. Several research clouds are available and give scientists from diverse research domains access to significant new cyber-infrastructure approaches that are unavailable through commercial cloud offerings. Like their commercial cloud counterparts, the scientific workloads running on these systems require security, and the scientists using these cutting-edge systems wish to preserve the integrity and confidentiality of their data and programs. In addition, they expect robust system availability without worrying about disruptions caused by attacks. Since these testbeds offer bare metal resources to support systems research they have an increased attack surface (in comparison to commercial clouds), which makes them less secure. As a consequence, the goal of this project is to secure scientific cyberinfrastructures (in the form of next-generation cloud systems) that include network-attached accelerators. This project aims to develop the next-generation resilient cloud infrastructure. The research investigates cyberinfrastructure security from a cross-layer perspective by focusing on both networking and hardware accelerators. Its complementary research thrusts build on the Open Cloud Testbed. This experimental testbed is isolated from public networks and is an ideal platform for addressing security issues where attacks can be launched, identified, and mitigated. This research has three thrusts. First, it identifies advanced attack strategies leveraging vulnerabilities associated with the network layer. Second, it defines and explores three classic security concerns; confidentiality, integrity, and availability; which can be compromised by an adversary leveraging hardware accelerator vulnerabilities. Third, it explores efficient and scalable defense solutions with a co-design strategy for hardware/software/network. Collectively, it integrates these cross-layer defense solutions with the existing infrastructure and develops benchmarking for evaluation and transition to other research cyberinfrastructures.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(3)
专著(0)
科研奖励(0)
会议论文
DOI:
10.1109/iccad57390.2023.10323746
发表时间:
2023-10
期刊:
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)
影响因子:
--
作者:
[Ziyu Liu;Yukui Luo;Shijin Duan;Tong Zhou;Xiaolin Xu]
通讯作者:
Ziyu Liu;Yukui Luo;Shijin Duan;Tong Zhou;Xiaolin Xu
DOI:
10.48550/arxiv.2309.14331
发表时间:
2023-09
期刊:
ArXiv
影响因子:
--
作者:
[Hongwu Peng;Ran Ran-Ran;Yukui Luo;Jiahui Zhao;Shaoyi Huang;Kiran Thorat;Tong Geng;Chenghong Wang;Xiaolin Xu;Wujie Wen;Caiwen Ding]
通讯作者:
Hongwu Peng;Ran Ran-Ran;Yukui Luo;Jiahui Zhao;Shaoyi Huang;Kiran Thorat;Tong Geng;Chenghong Wang;Xiaolin Xu;Wujie Wen;Caiwen Ding
DOI:
10.1145/3613424.3614297
发表时间:
2023-10
期刊:
2023 56th IEEE/ACM International Symposium on Microarchitecture (MICRO)
影响因子:
--
作者:
[Yukui Luo;Nuo Xu;Hongwu Peng;Chenghong Wang;Shijin Duan;Kaleel Mahmood;Wujie Wen;Caiwen Ding;Xiaolin Xu]
通讯作者:
Yukui Luo;Nuo Xu;Hongwu Peng;Chenghong Wang;Shijin Duan;Kaleel Mahmood;Wujie Wen;Caiwen Ding;Xiaolin Xu
Travel: NSF Student Travel Grant for 2023 New England Hardware Security Day (NEHWS2023)
-
批准号:2315830
-
项目类别:Standard Grant
-
资助金额:$0.86万
-
财政年份:2023
-
负责人:Xiaolin Xu
-
依托单位:
Collaborative Research: SaTC: CORE: Medium: Accelerating Privacy-Preserving Machine Learning as a Service: From Algorithm to Hardware
-
批准号:2247892
-
项目类别:Continuing Grant
-
资助金额:$40.0万
-
财政年份:2023
-
负责人:Xiaolin Xu
-
依托单位:
Collaborative Research: SaTC: CORE: Small: Securing Brain-inspired Hyperdimensional Computing against Design-time and Run-time Attacks for Edge Devices
-
批准号:2326597
-
项目类别:Continuing Grant
-
资助金额:$30.0万
-
财政年份:2023
-
负责人:Xiaolin Xu
-
依托单位:
CAREER: Securing Reconfigurable Hardware Accelerator for Machine Learning: Threats and Defenses
-
批准号:2239672
-
项目类别:Continuing Grant
-
资助金额:$59.9万
-
财政年份:2023
-
负责人:Xiaolin Xu
-
依托单位:
Collaborative Research: SaTC: CORE: Small: Secure and Robust Machine Learning in Multi-Tenant Cloud FPGA
-
批准号:2153690
-
项目类别:Standard Grant
-
资助金额:$25.0万
-
财政年份:2022
-
负责人:Xiaolin Xu
-
依托单位:
SaTC: EDU: Collaborative: Bolstering UAV Cybersecurity Education through Curriculum Development with Hands-on Laboratory Framework
-
批准号:1955337
-
项目类别:Standard Grant
-
资助金额:$18.0万
-
财政年份:2020
-
负责人:Xiaolin Xu
-
依托单位:
SaTC: EDU: Collaborative: Bolstering UAV Cybersecurity Education through Curriculum Development with Hands-on Laboratory Framework
-
批准号:2043183
-
项目类别:Standard Grant
-
资助金额:$18.0万
-
财政年份:2020
-
负责人:Xiaolin Xu
-
依托单位:
国内基金
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