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Blockchain for Securing AI Applications and Open Innovations

Rucha Shinde, Shruti Patil, Ketan Kotecha, Kirti Ruikar
<span title="2021-08-14">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vhnu6ujxobdrvc3gvs5uxfpr64" style="color: black;">Journal of Open Innovation: Technology, Market and Complexity</a> </i> &nbsp;
However, this domain lacks a systematic study that can offer an overarching view of research activities currently going on in applying Blockchains for securing AI-based systems and improving their robustness  ...  This paper presents a bibliometric and literature analysis of how Blockchain provides a security blanket to AI-based systems.  ...  There is a need for new approaches and solutions for input attacks on AI systems and making robust AI. As data are weaponized, we need advanced and secure strategies to collect, store, and use data.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/joitmc7030189">doi:10.3390/joitmc7030189</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xhlfym5pdbd65cjyfh5uewocey">fatcat:xhlfym5pdbd65cjyfh5uewocey</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211204071142/https://res.mdpi.com/d_attachment/JOItmC/JOItmC-07-00189/article_deploy/JOItmC-07-00189-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8b/c8/8bc8e21adc2f9942b8c555b59571a3b2140800fa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/joitmc7030189"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

SECure: A Social and Environmental Certificate for AI Systems [article]

Abhishek Gupta
<span title="2020-07-19">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In a world increasingly dominated by AI applications, an understudied aspect is the carbon and social footprint of these power-hungry algorithms that require copious computation and a trove of data for  ...  This work proposes an ESG-inspired framework combining socio-technical measures to build eco-socially responsible AI systems.  ...  However, in a secondary manner, these are also addressed to customers, as they tend to value privacy, and welcome more secure data analysis for AI.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2006.06217v2">arXiv:2006.06217v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/euvzvy6h3zdovm64chix6pzlr4">fatcat:euvzvy6h3zdovm64chix6pzlr4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200624020456/https://arxiv.org/ftp/arxiv/papers/2006/2006.06217.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/99/d7/99d7bf853bf668ed23bbbae50599768b0eed4bf3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2006.06217v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Predictive Policing for Public Safety and Security Using AI

N Lakshminarayan, Mahaan Krishna, J M Sree Vishnu
<span title="2018-08-31">2018</span> <i title="Zenodo"> Zenodo </i> &nbsp;
As neural networks are increasingly utilized to capture and process data, we look at the benefits and dangers of future AI systems used in policing and security.  ...  AI isn't going to provide a quick fix for our Justice-system but it's going to simplify the problems  ...  • Privacy and security matters. • Challenges 1. Improving surveillance in public places. 2.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1403620">doi:10.5281/zenodo.1403620</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jsd2yy7ezrczlccpptvnuta7tq">fatcat:jsd2yy7ezrczlccpptvnuta7tq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201228173952/https://zenodo.org/record/1403621/files/219-222.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7c/e0/7ce07a493f84c2a91b4ffc64ea52919621095bd9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1403620"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Exploring AI-Enabled Use Cases for Societal Security and Safety

Minsung Hong Hoang Long Nguyen
<span title="2021-07-15">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Artificial intelligence (AI) represents huge opportunities for us as individuals and for society at large. Recently global momentum around AI for social good is growing.  ...  AI opens a new perspective to maintain public security and safety by providing investigative assistance with a human-grade precision.  ...  Acknowledgments This work is supported by the INTPART BDEM project (grant no. 261685/H30) funded by the Research Council of Norway (RCN) and the Norwegian Agency for International Cooperation and Quality  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5105974">doi:10.5281/zenodo.5105974</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2vopmykz7ra7hosmqryi3y4wiq">fatcat:2vopmykz7ra7hosmqryi3y4wiq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210719235800/https://zenodo.org/record/5105974/files/AAAI%20workshop%20published%20paper_133.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/14/8d/148daf298e9d62135f9e717be8c2a06d915faf6d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5105974"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Exploring AI-Enabled Use Cases for Societal Security and Safety

Minsung Hong Hoang Long Nguyen
<span title="2021-07-15">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Artificial intelligence (AI) represents huge opportunities for us as individuals and for society at large. Recently global momentum around AI for social good is growing.  ...  AI opens a new perspective to maintain public security and safety by providing investigative assistance with a human-grade precision.  ...  Also, there is a critical need for automated solutions. For these reasons, targeted applications of AI to the domain of security and safety have recently come into concentration.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5106029">doi:10.5281/zenodo.5106029</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5kjuc7zmcnfolc56irvzm23cgu">fatcat:5kjuc7zmcnfolc56irvzm23cgu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210716235505/https://zenodo.org/record/5106029/files/AISocialGood_AkerkarHongNguyen_20200923.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0f/8a/0f8acda234b2a77ba2295b4e57412e6178a8088b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5106029"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

SMART AND SECURE IOT AND AI INTEGRATİON FRAMEWORK FOR HOSPITAL ENVİRONMENT

Valanarasu R
<span title="">2019</span> <i title="Inventive Research Organization"> Journal of ISMAC </i> &nbsp;
This paper presents a smart and secure framework for hospital environment using Internet of Things (IoT) and Artificial Intelligence (AI).  ...  Factors such as basic network environment construction, application framework, logic structure, and data security are considered in detail.  ...  This paper proposes a novel system for integration of IoT and AI for a smart and secure framework.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.36548/jismac.2019.3.004">doi:10.36548/jismac.2019.3.004</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dfyqlueljfhhvbdoiwg3qymvqq">fatcat:dfyqlueljfhhvbdoiwg3qymvqq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321103912/https://www.irojournals.com/iroismac/V1/I3/04.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4a/c3/4ac3eeb5f3084cfd1040fec49f2539bc3030aa33.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.36548/jismac.2019.3.004"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Proactive Security: Embedded AI Solution for Violent and Abusive Speech Recognition [article]

Christopher Dane Shulby, Leonardo Pombal, Vitor Jordão, Guilherme Ziolle, Bruno Martho, Antônio Postal, Thiago Prochnow
<span title="2018-10-22">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
The corpus used contains 400 positive phrases and 800 negative phrases, totaling 1,200 sentences which are classified using two well-known extraction methods for natural language processing tasks: bag-of-words  ...  and word embeddings and classified with a support vector machine.  ...  The Proactive Security project was developed as a PoC for BP to solve this issue, sending silent alarms based on human conversations and analyzing, by NLP technology, whether it is a violent case or not  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.09431v1">arXiv:1810.09431v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hwm2qhk7gna7tk3lj6gcztxoda">fatcat:hwm2qhk7gna7tk3lj6gcztxoda</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191027172254/https://arxiv.org/pdf/1810.09431v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/04/4f/044f765fb26e80888d620c78d44ffe3c9b70bfc0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1810.09431v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Smart and Secure CAV Networks Empowered by AI-Enabled Blockchain: The Next Frontier for Intelligent Safe Driving Assessment [article]

Le Xia, Yao Sun, Rafiq Swash, Lina Mohjazi, Lei Zhang, Muhammad Ali Imran
<span title="2022-02-11">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Securing safe driving for connected and autonomous vehicles (CAVs) continues to be a widespread concern, despite various sophisticated functions delivered by artificial intelligence for in-vehicle devices  ...  driving safety without compromising data security.  ...  ACKNOWLEDGEMENTS This work was supported by the PETRAS National Centre of Excellence for IoT Systems Cybersecurity, which has been funded by the UK EPSRC under grant number EP/S035362/1.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2104.04572v5">arXiv:2104.04572v5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e6yn2hb6vjgxvibqtny2c52rrm">fatcat:e6yn2hb6vjgxvibqtny2c52rrm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220216195321/https://arxiv.org/pdf/2104.04572v5.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0c/f2/0cf282c53b87a32a7c18dbfe0494d490c49cb5c6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2104.04572v5" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A Proposed Paper for D-Scrabble Physical Layer Security Model Integrated with AI

<span title="2016-03-05">2016</span> <i title="International Journal of Science and Research"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/odv46yibm5gf7evzoopmrrqr3q" style="color: black;">International Journal of Science and Research (IJSR)</a> </i> &nbsp;
This paper proposes a new model for enhancing physical layer security.  ...  The strength of any encryption algorithm or security model lies in its nature of unpredictability and adaptability. This paper puts forth idea of integrating AI with physical layer security.  ...  an efficient, highly secure and flexible digital container for electronically Future Work The D-Scrabble physical layer security model is integrated with AI and the process has been humanized to offer  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21275/v5i3.nov162313">doi:10.21275/v5i3.nov162313</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u3hqtg77yfh4lphcvo7y7t355m">fatcat:u3hqtg77yfh4lphcvo7y7t355m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220225063954/https://www.ijsr.net/archive/v5i3/NOV162313.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/3e/df/3edf7745160b7e427dae9d92936f9ca1350a6256.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21275/v5i3.nov162313"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

AI-Powered Terahertz VLSI Testing Technology for Ensuring Hardware Security and Reliability

Naznin Akter, Masudur R. Siddiquee, Michael Shur, Nezih Pala
<span title="">2021</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
radiation at the circuit pins and analyzing the response using artificial intelligence (AI).  ...  Hardware cybersecurity has become a key issue, especially for very large integrated circuits. If counterfeit, forged, or defective ICs present a significant threat to system reliability and security.  ...  A generalization of our AI approach for such complex VLSI is in progress and will be reported elsewhere.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3075429">doi:10.1109/access.2021.3075429</a> <a target="_blank" rel="external noopener" href="https://doaj.org/article/b941f5e9bd66481f8f171ee68b77ef48">doaj:b941f5e9bd66481f8f171ee68b77ef48</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3fzwlweswzahbht2334v3enija">fatcat:3fzwlweswzahbht2334v3enija</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210728130817/https://ieeexplore.ieee.org/ielx7/6287639/9312710/09415742.pdf?tp=&amp;arnumber=9415742&amp;isnumber=9312710&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/dc/49/dc49ed0b295730362d2f90c396ce565d9efe762f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3075429"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Six Design Theories for IS Security Policies and Guidelines

Mikko Siponen
<span title="">2006</span> <i title="Association for Information Systems"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zi576ij4kzbizn6deimehswscu" style="color: black;">Journal of the AIS</a> </i> &nbsp;
IS Security Policies and Guidelines/Siponen & Iivari  ...  and guidelines.  ...  for IS security policies and guidelines, and Section "The Six Normative Theories and Design Theories for IS Security Policies and Guidelines" discusses these in more detail.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17705/1jais.00095">doi:10.17705/1jais.00095</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/23gxaaejmrhhnnypho4o4oxoby">fatcat:23gxaaejmrhhnnypho4o4oxoby</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200324051512/https://aisel.aisnet.org/cgi/viewcontent.cgi?referer=&amp;httpsredir=1&amp;article=1269&amp;context=jais" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ba/85/ba858c0801a87df45a89ec9816a678354a84a44a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.17705/1jais.00095"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

DEVELOPING INFORMATION RISK MANAGEMENT, SECURITY AND ASSURANCE CURRICULA FOR AIS/MIS/IT EDUCATION

<span title="">2006</span> <i title="International Association for Computer Information"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jyph2lzj2zfjrikbduqgbnvgse" style="color: black;">Issues in Information Systems</a> </i> &nbsp;
In this continuing research-in-progress paper, we describe the development of the demand for MIS students for information risk, security consulting and IT auditing careers and what we are doing at our  ...  managerial, organizational and regulatory issues of security in addition to the technical details.  ...  INFORMATION SYSTEMS AUDIT AND CONTROL ASSOCIATION One important resource for IT/MIS/AIS information security educators is the Information Systems Audit and Control Association (ISACA), which is available  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.48009/1_iis_2006_289-293">doi:10.48009/1_iis_2006_289-293</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/23sorteufbav3bwchfzrww6pti">fatcat:23sorteufbav3bwchfzrww6pti</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201205192810/https://iacis.org/iis/2006/Merhout_Havelka.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d3/29/d32933ef31987b60aef44bf6a27f10214d61038c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.48009/1_iis_2006_289-293"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning [article]

Chuan Ma, Jun Li, Kang Wei, Bo Liu, Ming Ding, Long Yuan, Zhu Han, H. Vincent Poor
<span title="2022-03-01">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
However, this new distributed ML paradigm raises new risks of privacy and security issues.  ...  artificial intelligence (AI) that can be processed on on distributed UEs.  ...  Security and privacy are very significant issues for distributed ML, which introduce a new level of emergent concerns for participants.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2202.09027v2">arXiv:2202.09027v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hlu7bopcjrc6zjn2pct57utufy">fatcat:hlu7bopcjrc6zjn2pct57utufy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220515091411/https://arxiv.org/pdf/2202.09027v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/06/11/06112ae49e951b10b6b9169d3533e9b46b820b14.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2202.09027v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Fast Authentication and Progressive Authorization in Large-Scale IoT: How to Leverage AI for Security Enhancement? [article]

He Fang, Angie Qi, Xianbin Wang
<span title="2019-07-28">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Finally, we outline several areas for AI-enabled security provisioning for future researches.  ...  for improving security level.  ...  The benefits of AI for security enhancement were presented and some existing AI-based authentication schemes were reviewed.  ... 
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Towards Industrial Private AI: A two-tier framework for data and model security [article]

Sunder Ali Khowaja, Kapal Dev, Nawab Muhammad Faseeh Qureshi, Parus Khuwaja, Luca Foschini
<span title="2021-07-27">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this regard, we propose a federated learning and encryption-based private (FLEP) AI framework that provides two-tier security for data and model parameters in an IIoT environment.  ...  We proposed a three-layer encryption method for data security and provided a hypothetical method to secure the model parameters.  ...  ACKNOWLEDGMENT The authors would like to thank all the contributors who shared data with us for this analysis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.12806v1">arXiv:2107.12806v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5q7eqctm7jd5tk3ouhkka4yvqm">fatcat:5q7eqctm7jd5tk3ouhkka4yvqm</a> </span>
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