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Towards Scalable Cluster Auditing through Grammatical Inference over Provenance Graphs

Wajih Ul Hassan, Mark Lemay, Nuraini Aguse, Adam Bates, Thomas Moyer
<span title="">2018</span> <i title="Internet Society"> Proceedings 2018 Network and Distributed System Security Symposium </i> &nbsp; <span class="release-stage">unpublished</span>
Specifically, Winnower parses audit records into provenance graphs that describe the actions of individual nodes, then performs grammatical inference over individual graphs using a novel adaptation of  ...  This paper presents Winnower, a scalable system for auditbased cluster monitoring that addresses these challenges.  ...  services for scalability and fault-tolerance) and there is a recent paradigm shift in industry towards using Docker containers in the clusters due it's advantages over hypervisor-based VMs [34] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14722/ndss.2018.23141">doi:10.14722/ndss.2018.23141</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xaaltqp47bg5xjrmmvurrdk2gi">fatcat:xaaltqp47bg5xjrmmvurrdk2gi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180307204053/http://wp.internetsociety.org/ndss/wp-content/uploads/sites/25/2018/02/ndss2018_07B-1_Hassan_paper.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/60/0c6032318e0b9620ae1e9e63cd66e217e6a239f2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14722/ndss.2018.23141"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

UNICORN: Runtime Provenance-Based Detector for Advanced Persistent Threats [article]

Xueyuan Han, Thomas Pasquier, Adam Bates, James Mickens, Margo Seltzer
<span title="2020-01-06">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Through extensive yet time-efficient graph analysis, UNICORN explores provenance graphs that provide rich contextual and historical information to identify stealthy anomalous activities without pre-defined  ...  Using a graph sketching technique, it summarizes long-running system execution with space efficiency to combat slow-acting attacks that take place over a long time span.  ...  Winnower [56] expedites system intrusion investigation through grammatical inference over provenance graphs, and simultaneously reduces storage and network overhead without compromising the quality of  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.01525v1">arXiv:2001.01525v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cljlsnrtsfamhlhtnzptydwd6i">fatcat:cljlsnrtsfamhlhtnzptydwd6i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321075004/https://arxiv.org/pdf/2001.01525v1.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] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2001.01525v1" 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>

Industrial Artificial Intelligence in Industry 4.0 -Systematic Review, Challenges and Outlook

Ricardo Silva Peres, Xiaodong Jia, Jay Lee, Keyi Sun, Armando Walter Colombo, Jose Barata
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
Regardless, one of the first steps towards the mitigation of AI unfairness and bias should be auditing.  ...  persistent identifiers linked to rich metadata (including for example provenance) represented through common, standardized and secure formats. • Cyber-infrastructures: Proper infrastructures are crucial  ...  He has published over 100 original papers in international journals and international conferences.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3042874">doi:10.1109/access.2020.3042874</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yluqxcbf25dazorbmivlddsjf4">fatcat:yluqxcbf25dazorbmivlddsjf4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201213233339/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09285283.pdf?tp=&amp;arnumber=9285283&amp;isnumber=6514899&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/a9/eb/a9eba930abaa732b8b64af3197ae7e7065be549c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3042874"> <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>

Towards Security Threats of Deep Learning Systems: A Survey [article]

Yingzhe He and Guozhu Meng and Kai Chen and Xingbo Hu and Jinwen He
<span title="2020-10-27">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In order to unveil the security weaknesses and aid in the development of a robust deep learning system, we undertake an investigation on attacks towards deep learning, and analyze these attacks to conclude  ...  [225] try to evade detection through manipulating the graph structure and formulate this attack as a graph-based optimization problem.  ...  They leveraged symbolic interval algorithm to compute rigorous bounds on DNN outputs through minimizing over-estimations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1911.12562v2">arXiv:1911.12562v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/m3lyece44jgdbp6rlcpj6dz2gm">fatcat:m3lyece44jgdbp6rlcpj6dz2gm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201029232341/https://arxiv.org/pdf/1911.12562v2.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/ea/ab/eaab9a1bd445c0917f2c27a522915722b20cfd20.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1911.12562v2" 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 Roadmap for Big Model [article]

Sha Yuan, Hanyu Zhao, Shuai Zhao, Jiahong Leng, Yangxiao Liang, Xiaozhi Wang, Jifan Yu, Xin Lv, Zhou Shao, Jiaao He, Yankai Lin, Xu Han (+88 others)
<span title="2022-04-20">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
[81] in Experience Grounds Language propose the notion of a World Scope (WS) as a lens through which to audit progress in NLP.  ...  Recently, a popular routine towards certified defenses is using randomized smoothing [924, 925, 926, 927, 928] , which is scalable to large-scale datasets like ImageNet.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2203.14101v4">arXiv:2203.14101v4</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rdikzudoezak5b36cf6hhne5u4">fatcat:rdikzudoezak5b36cf6hhne5u4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220607190026/https://arxiv.org/pdf/2203.14101v3.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> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2203.14101v4" 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>

Forensic accounting and fraud investigation for non-experts

<span title="2012-10-01">2012</span> <i title="American Library Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pjjljho22jhnrmpk3k2jxhxzv4" style="color: black;">ChoiceReviews</a> </i> &nbsp;
Given the statistics and the fact that approximately 11 percent of initial fraud detection is through external audit (and approximately 24% is from internal audit), together with over 18 percent from internal  ...  An audit trail will once again assist in the safeguarding of the company's assets through, for example, control over bank deposits and authorizations for loans.  ...  As you move through your career, again, try and keep in mind the definition of the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5860/choice.50-0964">doi:10.5860/choice.50-0964</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pvlxlab36bdsvoc37szo2q2wyu">fatcat:pvlxlab36bdsvoc37szo2q2wyu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809131418/http://www.hamrconsult.yolasite.com/resources/Forensic_Accounting_and_Fraud_Investigation_for_Non_Experts.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/4e/74/4e74da262701b2b651f200f77fc77e661013064c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5860/choice.50-0964"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Forensic accounting and fraud investigation for non-experts

<span title="2007-06-01">2007</span> <i title="American Library Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pjjljho22jhnrmpk3k2jxhxzv4" style="color: black;">ChoiceReviews</a> </i> &nbsp;
Given the statistics and the fact that approximately 11 percent of initial fraud detection is through external audit (and approximately 24% is from internal audit), together with over 18 percent from internal  ...  An audit trail will once again assist in the safeguarding of the company's assets through, for example, control over bank deposits and authorizations for loans.  ...  As you move through your career, again, try and keep in mind the definition of the  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5860/choice.44-5747">doi:10.5860/choice.44-5747</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lspbxrupvnhizp7fmerbcej3km">fatcat:lspbxrupvnhizp7fmerbcej3km</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809131418/http://www.hamrconsult.yolasite.com/resources/Forensic_Accounting_and_Fraud_Investigation_for_Non_Experts.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/4e/74/4e74da262701b2b651f200f77fc77e661013064c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5860/choice.44-5747"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

On the Opportunities and Risks of Foundation Models [article]

Rishi Bommasani, Drew A. Hudson, Ehsan Adeli, Russ Altman, Simran Arora, Sydney von Arx, Michael S. Bernstein, Jeannette Bohg, Antoine Bosselut, Emma Brunskill, Erik Brynjolfsson, Shyamal Buch (+102 others)
<span title="2021-08-18">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
whether the model consistently prefers the grammatically correct sentence over its grammatically incorrect counterpart tells us whether the model has the particular grammatical competence required to  ...  This might include dispositions toward inference or reasoning patterns, appropriate conversational moves, and so on.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.07258v2">arXiv:2108.07258v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yktkv4diyrgzzfzqlpvaiabc2m">fatcat:yktkv4diyrgzzfzqlpvaiabc2m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210826083030/https://arxiv.org/pdf/2108.07258v2.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/4f/68/4f68e07c6c3173480053fd52391851d6f80d651b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2108.07258v2" 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>

From Supervenience to Superdupervenience: Meeting the Demands of a Material World

TERENCE HORGAN
<span title="">1993</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/om4uzvbarjcblp7jjfed4ili74" style="color: black;">Mind</a> </i> &nbsp;
during the informational moving through the graph.  ...  Much more significant and senseful are ^Ausarbeitung complexly and completely circularly structured -^Ausbildung informational graphs, where moving through the A graph can run through different loops (  ...  Appendix A A General Overview Concerning Formula Markers, Graphs, Causal Coefficients, etc. The naming of procedure parameters presents a particular problem as Prolog often does not require it.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/mind/102.408.555">doi:10.1093/mind/102.408.555</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aqjmty7ylvhxdeiuhihi2un7r4">fatcat:aqjmty7ylvhxdeiuhihi2un7r4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180505235349/http://www.informatica.si/ojs-2.4.3/index.php/informatica/issue/viewFile/82/69" 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/a2/57/a257debff4ec728fed56ba115a36fe16fced67ed.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/mind/102.408.555"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> oup.com </button> </a>

Neural-Symbolic Learning and Reasoning: A Survey and Interpretation [article]

Tarek R. Besold, Artur d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro Domingos, Pascal Hitzler, Kai-Uwe Kuehnberger, Luis C. Lamb, Daniel Lowd, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon (+1 others)
<span title="2017-11-10">2017</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Two ways in which modern cognitive neuroscience suggests such reasoning could arise is through either statistical inference, or deliberative exploration.  ...  Like MLNs, an RSPN represents a probability distribution over the attributes and relations among a set of objects. Unlike MLNs, inference in an RSPN is always tractable.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1711.03902v1">arXiv:1711.03902v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3fod6z4oevhplpv2hzlkguyqiu">fatcat:3fod6z4oevhplpv2hzlkguyqiu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191022073443/https://arxiv.org/pdf/1711.03902v1.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/9d/bb/9dbb506ded56ff4b7ab65aa92b363c0112987f10.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1711.03902v1" 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>

Algorithmic Fairness Datasets: the Story so Far [article]

Alessandro Fabris, Stefano Messina, Gianmaria Silvello, Gian Antonio Susto
<span title="2022-05-06">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this work, we target data documentation debt by surveying over two hundred datasets employed in algorithmic fairness research, and producing standardized and searchable documentation for each of them  ...  -Tasksinfairness literature: fair graph clustering(Kleindessner et al., 2019b).  ...  Fairness may be defined either as a lack of bias in representations, or with respect to a final inference task defined on the graph.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2202.01711v2">arXiv:2202.01711v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5hf4a42pubc5vnt7tw3al4m5bq">fatcat:5hf4a42pubc5vnt7tw3al4m5bq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220510061614/https://arxiv.org/pdf/2202.01711v2.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/91/57/9157d70f2c3204c064712f70a021455e4e4fb88b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2202.01711v2" 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>

The use of computational intelligence in intrusion detection systems: A review

Shelly Xiaonan Wu, Wolfgang Banzhaf
<span title="">2010</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/spnlkxfb7fevrarnlb7rv32roy" style="color: black;">Applied Soft Computing</a> </i> &nbsp;
Through the "intelligence" introduced via the biological metaphor, they can infer behavior patterns from data without prior knowledge of regularities in these data.  ...  However, pheromones slowly evaporate over time.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.asoc.2009.06.019">doi:10.1016/j.asoc.2009.06.019</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5ntbfbejrveyzhmmelfh34qkiy">fatcat:5ntbfbejrveyzhmmelfh34qkiy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130102202346/http://www.mun.ca/computerscience/research/MUN-CS-2008-05.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/7f/8f/7f8f5cc692b3faad4db4d25c08140d8ad6f5ed26.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.asoc.2009.06.019"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

In Search of Meaning: Lessons, Resources and Next Steps for Computational Analysis of Financial Discourse [article]

Mahmoud El-Haj, Paul Rayson, Martin Walker, Steven Young, Vasiliki Simaki
<span title="2019-03-28">2019</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We also review common themes and innovations in the literature and assess the incremental contributions of work applying CL methods over manual content analysis.  ...  Promote generalizability The scalability of CL methods helps promote generalizability through analysis of larger and more representative samples.  ...  Topic modelling Section 3.3 highlights a trend toward topic modelling in mainstream AF.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1903.12271v1">arXiv:1903.12271v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mmbzd47ibnfevizijmkcy64whq">fatcat:mmbzd47ibnfevizijmkcy64whq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200914001855/https://arxiv.org/ftp/arxiv/papers/1903/1903.12271.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/69/fb/69fb2c34a2ec363bfffd21c43e1ca9bc55d83077.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1903.12271v1" 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>

International Research Conference on Smart Computing and Systems Engineering SCSE 2020 Proceedings [Full Conference Proceedings]

<span title="2020-09-24">2020</span> <i title="IEEE"> 2020 International Research Conference on Smart Computing and Systems Engineering (SCSE) </i> &nbsp;
The intuition behind the research is to use graph pattern matching to identify suspicious trajectories and potential radicalization over a dynamic heterogeneous graph associated with the fused data from  ...  So, the user could be able to change their behavior when they had better control over their habits through this system.  ...  The ANN method was first used in artificial intelligence research that attempted to mimic the capacity to learn through biological neural systems.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/scse49731.2020.9313027">doi:10.1109/scse49731.2020.9313027</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gjk5az2mprgvrpallwh6uhvlfi">fatcat:gjk5az2mprgvrpallwh6uhvlfi</a> </span>
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Analysing system behaviour by automatic benchmarking of system-level provenance [article]

Sheung Chi Chan, University Of Edinburgh, University Of Edinburgh, James Cheney, Pramod Bhatotia
<span title="2020-06-19">2020</span>
As the concept of provenance is to record all related information of some data, the size of provenance itself is generally proportional to the amount of data processing that took place.  ...  Similar to the provenance used in art, provenance used in computer science and data processing field describes how a piece of data was created, passed around, modified, and reached the current state.  ...  The central monitoring unit can interpret those grammatical inferences back into a provenance graph and generate a full provenance graph describing different host activities.  ... 
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