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Pittsburg State University Annual Commencement, Dec 2021, Pittsburg State University Dec 2021

Pittsburg State University Annual Commencement, Dec 2021, Pittsburg State University

Commencement, 1903-Present

Program of undergraduate and graduate commencement exercises at Pittsburg State University on December of 2021


Information Technology And The New Capitalism, James Bessen Dec 2021

Information Technology And The New Capitalism, James Bessen

Faculty Scholarship

Harnessing Digitalization for Sustainable Economic Development: Insights for Asia describes digitalization’s role in raising the productive capacities of economies. It examines how digital transformation can enhance trade, financial inclusion, and firm competitiveness, as well as how greater digital infrastructure investment, internet connectivity, and financial and digital education in the region can maximize digitalization’s economic benefits. It also explains the importance of striking the right balance between the regulation and supervision of financial technology to enable innovation and safeguarding financial stability and consumer protection.

Part I of the book seeks to build an understanding of digitalization’s effects on macroeconomic performance, including …


Health Reform Reconstruction, Lindsay F. Wiley, Elizabeth Mccuskey, Matthew B. Lawrence, Erin C. Fuse Brown Dec 2021

Health Reform Reconstruction, Lindsay F. Wiley, Elizabeth Mccuskey, Matthew B. Lawrence, Erin C. Fuse Brown

Faculty Scholarship

This Article connects the failed, inequitable U.S. coronavirus pandemic response to conceptual and structural constraints that have held back U.S health reform for decades and calls for reconstruction. For more than a half-century, a cramped "iron triangle" ethos has constrained health reform conceptually. Reforms aimed to balance individual interests in cost, quality, and access to health care, while marginalizing equity, solidarity, and public health. In the iron triangle era, reforms unquestioningly accommodated four legally and logistically entrenched fixtures - individualism, fiscal fragmentation, privatization, and federalism - that distort and diffuse any reach toward social justice. The profound racial disparities and …


Regulating Mobility Limitations In The Franchise Relationship As Dependency In The Joint Employment Doctrine, Andrew Elmore Dec 2021

Regulating Mobility Limitations In The Franchise Relationship As Dependency In The Joint Employment Doctrine, Andrew Elmore

Faculty Scholarship

Franchisors often impose exhaustive operational standards on franchisees, and enforce those standards by restricting the mobility of their franchisees and their franchisees' employees. But courts often ignore mobility limits when applying joint employer doctrine. This Article argues that courts and agencies should be more likely to find, and presume, that franchisors and their franchisees are joint employers under federal and state employment law based on proof that a franchisor restricts the mobility of franchisees or their employees. In so doing, this Article traces how the Chicago School's efficiency arguments in favor of relaxing antitrust law enforcement of vertical restraints developed …


Labor's New Localism, Andrew Elmore Dec 2021

Labor's New Localism, Andrew Elmore

Faculty Scholarship

Millions of workers in the United States, disproportionately women, immigrants, and people of color, perform low-paid, precarious work. Few of these workers can improve their workplace standards because the National Labor Relations Act ("NLRA") does not sufficiently protect their right to form unions and collectively bargain. Lacking sufficient influence in federal and state government to strengthen labor and employment law, unions and worker centers have increasingly sought to build power in cities. The shift to local labor lawmaking has delivered local minimum wage, paid sick leave, and fair scheduling ordinances covering millions of low-wage workers, as well as groundbreaking unionization …


Organizational Culture: An Examination Of The Role Of Leadership In Neutralizing The Negative Effects Of Technostress During Operational Shifts, David P. Kirkland Dec 2021

Organizational Culture: An Examination Of The Role Of Leadership In Neutralizing The Negative Effects Of Technostress During Operational Shifts, David P. Kirkland

All-Inclusive List of Electronic Theses and Dissertations

COVID-19 created a support problem for public universities across the United States and required that IT departments and professionals alter how they performed in 2020, and perhaps beyond. IT professionals tasked with safeguarding large amounts of data were required to shift to a teleworking posture to continue offering a similar level of service as previously expected. In addition to the technological shift that organizations experienced because of COVID-19, leadership challenges also impacted IT departments across the United States. The rapid shift of operational duties has the propensity to increase technology-related stress, due to employee perception of being successful in their …


A Multifaceted Approach Increased Staff Confidence To Develop Outside Of School Hours Care As A Health Promoting Setting, Karen Forde, Leesa Costello, Amanda Devine, Ros Sambell, Ruth Wallace Dec 2021

A Multifaceted Approach Increased Staff Confidence To Develop Outside Of School Hours Care As A Health Promoting Setting, Karen Forde, Leesa Costello, Amanda Devine, Ros Sambell, Ruth Wallace

Research outputs 2014 to 2021

Background:

Outside-of-school-hours-care (OSHC) services are well positioned to influence the health behaviours of 489, 800 Australian children, and are an important setting for health promotion given the current rates of childhood overweight and obesity and associated health risks. OSHC Professionals are ideally placed to become positive influencers in this setting, although they may require training and support to confidently perform this role. This study piloted a multifaceted intervention strategy to increase OSHC Professional’s confidence and competencies, to support a health promoting OSHC environment with a nutrition and physical activity focus.

Methods:

A mixed methods approach was used. Nineteen OSHC Professionals …


Host Defence Peptides In Diabetes Mellitus Type 2 Patients With Periodontal Disease. A Systematic Review, Muhammad Saad Shaikh, Muhammad Sohail Zafar, Farhan Saleem, Ahmad Alnazzawi, Mohid Abrar Lone, Syed Jawad Ali Bukhari, Zohaib Khurshid Dec 2021

Host Defence Peptides In Diabetes Mellitus Type 2 Patients With Periodontal Disease. A Systematic Review, Muhammad Saad Shaikh, Muhammad Sohail Zafar, Farhan Saleem, Ahmad Alnazzawi, Mohid Abrar Lone, Syed Jawad Ali Bukhari, Zohaib Khurshid

Research outputs 2014 to 2021

The aim of the study was to critically assess and review the latest evidence relating the associations between host defence peptides (HDPs), periodontal diseases (PD) and diabetes mellitus type 2 (DM2). To explore studies on HDPs, periodontal disease, and DM2, researchers utilised specific key phrases to search the electronic databases PubMed (National Library of Medicine), Embase (Ovid), Medline (EBSCO), and Dentistry and Oral Sciences (EBSCO). Quality assessment was conducted by means of the Newcastle Ottawa scale and the Systematic Review Centre for Laboratory Animal Experimentation (SYRCLE) tool. Following a thorough screening process, a total of 12 papers (4 case‐control, 6 …


Extraterritoriality Of Chinese Law: Myths, Realities And The Future, Zhengxin Huo, Man Yip Dec 2021

Extraterritoriality Of Chinese Law: Myths, Realities And The Future, Zhengxin Huo, Man Yip

Research Collection Yong Pung How School Of Law

While China strongly opposes the US practice of ‘long-arm jurisdiction’, it has decided to build its own legal system of extraterritoriality. This paradox reflects the crossroads at which China finds itself currently. Being a country weaker than the sole global superpower, it needs to stand firmly against the American ‘legal bullyism’ by invoking the shield of territorial sovereignty. Yet, as an emerging world power, it is in China’s interest to establish a legal system of extraterritoriality to safeguard its own national interests that extend globally. This article has two aims. First, it provides a comprehensive overview of the current model …


Die Finanzierung Der Nachhaltigkeitsziele: Welche Rolle Spielen Handels- Und Investitionsabkommen?, Stefanie Schacherer Dec 2021

Die Finanzierung Der Nachhaltigkeitsziele: Welche Rolle Spielen Handels- Und Investitionsabkommen?, Stefanie Schacherer

Research Collection Yong Pung How School Of Law

The relationship between foreign direct investment (FDI) and sustainable development is controversial. Studies on the concrete benefits of FDI for sustainable development have not yielded clear results. Nevertheless, sustainable development is central to the ongoing reform process of international investment law. Ideally, international investment agreements (IIAs) should promote the Sustainable Development Goals (SDGs). In any case, IIAs should not undermine national implementation of the SDGs. The following analysis and conceptualization of current developments and legal standards for international investment law will be presented.


The Singapore Green Plan 2030: Analysing Its Implications On Law And The Legal Industry In Singapore, Wei Yao, Kenny Chng, Ken Wei Ong Dec 2021

The Singapore Green Plan 2030: Analysing Its Implications On Law And The Legal Industry In Singapore, Wei Yao, Kenny Chng, Ken Wei Ong

Research Collection Yong Pung How School Of Law

While sustainability has always been an important policy imperative in Singapore, the advent of the Singapore Green Plan 2030 marks a significant development in this regard. Announced in February 2021, the Green Plan represents a concerted national-level strategic shift towards advancing the sustainability agenda in Singapore. With sustainable development now being a ‘major policy priority’, it is inevitable that the Green Plan will have important legal implications, each of which will be identified and analysed in this paper. More broadly, however, the paper also suggests that the Green Plan will open up valuable opportunities for environmental law to receive greater …


New Civil Procedure Rules In Singapore, Adeline Chong Dec 2021

New Civil Procedure Rules In Singapore, Adeline Chong

Research Collection Yong Pung How School Of Law

No abstract provided.


'Good Administration' And The 'Good': The Normative Foundation For The Protection Of Legitimate Expectations, Wei Yao, Kenny Chng Dec 2021

'Good Administration' And The 'Good': The Normative Foundation For The Protection Of Legitimate Expectations, Wei Yao, Kenny Chng

Research Collection Yong Pung How School Of Law

An idea that has gained significant traction in both case law and academic commentary as a justification for the protection of legitimate expectations is the concept of ‘good administration’. Going beyond the usual criticisms of the concept’s ambiguity, this article aims to highlight an additional set of difficulties with the invocation of ‘good administration’ as the normative justification for the doctrine. This article’s central argument is that the concept of ‘good’ invoked by the idea of ‘good administration’ inevitably falls to be substantiated by a particular conception of what the ‘good’ requires as a matter of political philosophy. And given …


Transformative Governance Of Biodiversity: Insights For Sustainable Development, J. Visseren-Hamakers Ingrid, Jona Razzaque, Pamela Mcelwee, Esther Turnhout, Eszter Kelemen, Graciela M. Rusch, Álvaro Fernández-Llamazares, Ivis Chan, Michelle Mei Ling Lim, Et Al. Dec 2021

Transformative Governance Of Biodiversity: Insights For Sustainable Development, J. Visseren-Hamakers Ingrid, Jona Razzaque, Pamela Mcelwee, Esther Turnhout, Eszter Kelemen, Graciela M. Rusch, Álvaro Fernández-Llamazares, Ivis Chan, Michelle Mei Ling Lim, Et Al.

Research Collection Yong Pung How School Of Law

While there is much debate on transformative change among academics and policymakers, the discussion on how to govern such change is still in its infancy. This article argues that transformative governance is needed to enable the transformative change necessary for achieving global sustainability goals. Based on a literature review, the article unpacks this concept of transformative governance. It is: integrative, to ensure local solutions also have sustainable impacts elsewhere (across scales, places, issues and sectors); inclusive, to empower those whose interests are currently not being met and represent values embodying transformative change for sustainability; adaptive, enabling learning, experimentation, and reflexivity, …


Clinical Applications Of Magnetic Resonance Imaging Based Functional And Structural Connectivity, Chengyuan Wu, Francisca Ferreira, Michael Fox, Noam Harel, Jona Hattangadi-Gluth, Andreas Horn, Saad Jbabdi, Joshua Kahan, Ashwini Oswal, Sameer A Sheth, Yanmei Tie, Vejay Vakharia, Ludvic Zrinzo, Harith Akram Dec 2021

Clinical Applications Of Magnetic Resonance Imaging Based Functional And Structural Connectivity, Chengyuan Wu, Francisca Ferreira, Michael Fox, Noam Harel, Jona Hattangadi-Gluth, Andreas Horn, Saad Jbabdi, Joshua Kahan, Ashwini Oswal, Sameer A Sheth, Yanmei Tie, Vejay Vakharia, Ludvic Zrinzo, Harith Akram

Department of Neurosurgery Faculty Papers

Advances in computational neuroimaging techniques have expanded the armamentarium of imaging tools available for clinical applications in clinical neuroscience. Non-invasive, in vivo brain MRI structural and functional network mapping has been used to identify therapeutic targets, define eloquent brain regions to preserve, and gain insight into pathological processes and treatments as well as prognostic biomarkers. These tools have the real potential to inform patient-specific treatment strategies. Nevertheless, a realistic appraisal of clinical utility is needed that balances the growing excitement and interest in the field with important limitations associated with these techniques. Quality of the raw data, minutiae of the …


Addressing Production Gaps For Vaccines In African Countries, Anna Mia Ekström, Göran Tomson, Rhoda K. Wanyenze, Zulfiqar Ahmed Bhutta, Catherine Kyobutungi, Agnes Binagwaho, Ole Petter Ottersen Dec 2021

Addressing Production Gaps For Vaccines In African Countries, Anna Mia Ekström, Göran Tomson, Rhoda K. Wanyenze, Zulfiqar Ahmed Bhutta, Catherine Kyobutungi, Agnes Binagwaho, Ole Petter Ottersen

Institute for Global Health and Development

No abstract provided.


Peer Irrigators And The Choice Of Field Management And Water Control Practices For Irrigation In Arkansas, Victoria Bailey, Kent Kovacs, Christopher Henry, Qiuqiong Huang, Larry J. Krutz Dec 2021

Peer Irrigators And The Choice Of Field Management And Water Control Practices For Irrigation In Arkansas, Victoria Bailey, Kent Kovacs, Christopher Henry, Qiuqiong Huang, Larry J. Krutz

Agricultural Economics and Agribusiness Faculty Publications and Presentations

We examined how irrigation techniques in use by family and friends influence the use and share of land utilizing different irrigation techniques by Arkansas producers. A bivariate sample selection model simultaneously estimated how farm characteristics determine the use and explain the share of a farm that utilizes an irrigation technique. We found that the irrigation techniques in use by family and friends do affect the irrigation techniques a producer uses and the share of acres utilizing different irrigation techniques. A producer with a family or friend that uses end-blocking irrigation is 41% more likely to use end-blocking themselves. Having a …


Assessment Of Temporal Variations In Adherence To Nrp Using Video Recording In The Delivery Room, Amy J Sloane, Kaitlin M Kenaley, Michael T Favara Dec 2021

Assessment Of Temporal Variations In Adherence To Nrp Using Video Recording In The Delivery Room, Amy J Sloane, Kaitlin M Kenaley, Michael T Favara

Department of Medicine Faculty Papers

INTRODUCTION: Video recording and video evaluation tools have been successfully used to evaluate neonatal resuscitation performance. The objective of our study was to evaluate differences in Neonatal Resuscitation Program (NRP) adherence at time of birth between three temporal resuscitative periods using scored video recordings.

METHODS: This is a retrospective review of in-situ resuscitation video recordings from a level 3 perinatal center between 2017 and 2018. The modified Neonatal Resuscitation Assessment (mNRA) scoring tool was used as a surrogate marker to assess NRP adherence during daytime, evening, and nighttime hours.

RESULTS: A total of 260 resuscitations, of which 258 were births …


Neural Upscaling From Residue-Level Protein Structure Networks To Atomistic Structures, Vy T. Duong, Elizabeth M. Diessner, Gianmarc Grazioli, Rachel W. Martin, Carter T. Butts Dec 2021

Neural Upscaling From Residue-Level Protein Structure Networks To Atomistic Structures, Vy T. Duong, Elizabeth M. Diessner, Gianmarc Grazioli, Rachel W. Martin, Carter T. Butts

Faculty Research, Scholarly, and Creative Activity

Coarse-graining is a powerful tool for extending the reach of dynamic models of proteins and other biological macromolecules. Topological coarse-graining, in which biomolecules or sets thereof are represented via graph structures, is a particularly useful way of obtaining highly com-pressed representations of molecular structures, and simulations operating via such representations can achieve substantial computational savings. A drawback of coarse-graining, however, is the loss of atomistic detail—an effect that is especially acute for topological representations such as protein structure networks (PSNs). Here, we introduce an approach based on a combination of machine learning and physically-guided refinement for inferring atomic coordinates from …


Vte And Anticoagulation In Menstruating Women, Ida Micaily, Bethany T. Samuelson Bannow Dec 2021

Vte And Anticoagulation In Menstruating Women, Ida Micaily, Bethany T. Samuelson Bannow

Department of Medicine Faculty Papers

Women of childbearing potential have a high prevalence of venous thromboembolism (VTE) due to high estrogen states, such as pregnancy and the use of estrogen-containing contraceptives. Abnormal uterine bleeding (AUB) affects up to two-thirds of menstruating women on anticoagulation (AC), and can severely impair a woman's quality of life. Rates of heavy menstrual bleeding (HMB) and other forms of AUB including inter-menstrual and postmenopausal bleeding are consistently underreported in the original clinical trials utilizing AC. VTE can occur at any time in a woman's life, and the aim of this review article is to discuss the current landscape of literature …


Moral Encroachment And The Epistemic Impermissibility Of (Some) Microaggressions, Javiera Perez Gomez Dec 2021

Moral Encroachment And The Epistemic Impermissibility Of (Some) Microaggressions, Javiera Perez Gomez

Philosophy Faculty Research and Publications

A recent flurry of philosophical research on microaggression suggests that there are various practical and moral reasons why microaggression may be objectionable, including that it can be offensive, cause epistemic harms, express demeaning messages about certain members of our society, and help to reproduce an oppressive social order. Yet little attention has been given to the question of whether microaggression is also epistemically objectionable. This paper aims to further our understanding of microaggression by appealing to recent work on moral encroachment—the idea that knowledge is sensitive to the moral stakes of believing—to argue that microaggression can be irrational in a …


Spatial Proximity Matters: A Study On Collaboration, Arianna Salazar Miranda, Matthew Claudel Dec 2021

Spatial Proximity Matters: A Study On Collaboration, Arianna Salazar Miranda, Matthew Claudel

Geography Faculty Publications and Presentations

As scientific research becomes increasingly cross-disciplinary, many universities seek to support collaborative activity through new buildings and institutions. This study examines the impacts of spatial proximity on collaboration at MIT from 2005 to 2015. By exploiting a shift in the location of researchers due to building renovations, we evaluate how discrete changes in physical proximity affect the likelihood that researchers co-author. The findings suggest that moving researchers into the same building increases their propensity to collaborate, with the effect plateauing five years after the move. The effects are large when compared to the average rate of collaboration among pairs of …


Are Vaccine Lotteries Worth The Money?, Christopher Robertson, K. Aleks Schaefer, Daniel Scheitrum Dec 2021

Are Vaccine Lotteries Worth The Money?, Christopher Robertson, K. Aleks Schaefer, Daniel Scheitrum

Faculty Scholarship

This research evaluates the effects of the twelve statewide vaccine lottery schemes that were announced as of June 7, 2021 on state vaccination rates. We construct a dataset that matches information on the timing and location of these lotteries with daily, county-level data from the U.S. Centers for Disease Control (CDC) on the cumulative number of people who have received at least one dose of an emergency-authorized Covid-19 vaccine. We find that 10 of the 12 statewide lotteries studied (i.e., all but Arkansas and California) generated a positive, statistically significant, and economically meaningful impact on vaccine uptake after thirty days. …


Animal Crossing As A @Digitalaltar, Lillyanne Pham Dec 2021

Animal Crossing As A @Digitalaltar, Lillyanne Pham

Animal Crossing as a @DigitalAltar

Lillyanne Pham, Maria Mejia, Gavrielle Thompson, Bea Yeh, Maria Mayorya, Chanel Matsunami Govreau, virtual care lab , Roz Crews, Candace Avalos

For Fall 2021 Art & Social Practice History at Portland State University, I explored the social simulation game Animal Crossing: New Horizons (ACNH) as a digital altar. I asked How do social simulation games provide a dream space, a neighborhood btwn IRL and URL relationships? How is online gardening similar to sanctuary making, altar making? My co-conspirators offered me Fuck Tom Nook. In other words, should we build an altar in a capitalist, escapist, and colonialist dystopia? This project …


The Impact Of Light Intensity On The Subjective Complaints Of Librarians And Users: An Investigation Of An Academic Library, Tri Niswati Utami, Retno Sayekti, Triana Santi Dec 2021

The Impact Of Light Intensity On The Subjective Complaints Of Librarians And Users: An Investigation Of An Academic Library, Tri Niswati Utami, Retno Sayekti, Triana Santi

Library Philosophy and Practice (e-journal)

The objective of this study is to analyze the impact of light intensity on the subjective complaints of librarians and visitiors at an academic library. This research applied both quantitative and qualitative techniques on 696 visitors and librarians. The result suggests that the effects of light intensity include eyestrain, reading difficulty, dizziness, shoulder and back pains, as well as impaired concentration. Also, the frequency of reading and working impacted the subjective complaints. Furthermore, the intensity as well as the frequency of reading and working greatly influenced the subjective complaints. Based on the qualitative analysis, the development of light concepts and …


Timber Constructed: Towards An Alternative Material History, Laila Seewang, Irina Davidovici Dec 2021

Timber Constructed: Towards An Alternative Material History, Laila Seewang, Irina Davidovici

School of Architecture Faculty Publication and Presentations

Editorial:

This issue of Architectural Theory Review proposes an alternative intellectual history of timber architecture. It foregrounds the relationships that tie the natural resource to the cultural artefact, its processing into construction material and, with it, the production of associated disciplinary expertise. The essays explore the spatial and symbolic possibilities of timber in historical and contemporary discourse by highlighting its simultaneity as cultural artefact, material commodity, environmental resource, and structural element. Thus, the material’s appearance and representation are positioned within perennial oscillations between globalism and locality, natural and man-made, industry and craft, innovation and tradition, material and ideology, modernity and …


Voltage And Frequency Control In Ac Islanded Microgrid, Hamad Mohammad Al Sharif Dec 2021

Voltage And Frequency Control In Ac Islanded Microgrid, Hamad Mohammad Al Sharif

Theses

Microgrids are described as linking many power sources (renewable energy and traditional sources) to meet the load consumption in real-time. Because renewable energy sources are intermittent, battery storage systems are required, typically used as a backup system. An energy management strategy (EMS) is required to govern power flows across the entire microgrid. In recent research, various methods have been proposed for controlling the micro-grids, especially voltage and frequency control. This study introduces a microgrid system, an overview of local control in the microgrid, and an efficient EMS for effective microgrid operations using three smart controllers for optimal microgrid stability. We …


A Pipeline For Enhanced Multimodal 2d Imaging Of Concrete Structures, Sina Mehdinia, Thomas Schumacher, Xubo Song, Eric A. Wan Dec 2021

A Pipeline For Enhanced Multimodal 2d Imaging Of Concrete Structures, Sina Mehdinia, Thomas Schumacher, Xubo Song, Eric A. Wan

Civil and Environmental Engineering Faculty Publications and Presentations

We present an imaging pipeline to achieve enhanced images of the interior of concrete from ground penetrating radar (GPR) and ultrasonic echo array (UEA) measurements. This work lays the foundation for an advanced yet practical imaging tool to assess concrete structures. Specifically, we propose an enhanced two-dimensional (2D) total focusing method (XTFM) to reconstruct images from raw GPR and UEA data. The proposed XTFM algorithm integrates total focusing method (TFM) and synthetic aperture focusing technique (SAFT) concepts to post-process large independent and interelement measurements from both modalities in a computationally efficient way. Furthermore, we introduce a novel 2D image fusion …


An Examination Of Environmental Applications For Uncooled Thermal Infrared Remote Sensing Instruments, Cody M. Webber Dec 2021

An Examination Of Environmental Applications For Uncooled Thermal Infrared Remote Sensing Instruments, Cody M. Webber

Theses

Advancements in system design for thermal instruments require assessment of potential environmental applications and appropriate data processing techniques. A novel multi-band thermal imaging system was proposed by DRS Leonardo for the National Aeronautics and Space Administration Earth Science Technology Office Instrument Incubator Program, for which these criteria were assessed. The Multi-Band Uncooled Radiometer Imager (MURI) is a six spectral channel instrument designed to collect images in the thermal infrared, specifically in the range of 7.5 to 12.5 μm. The work detailed in this thesis characterizes the ability of a thermal imager with an uncooled microbolometer focal plane array to provide …


Heat Patrl: Network-Agnostic Cyber Attack Campaign Triage With Pseudo-Active Transfer Learning, Stephen Frank Moskal Dec 2021

Heat Patrl: Network-Agnostic Cyber Attack Campaign Triage With Pseudo-Active Transfer Learning, Stephen Frank Moskal

Theses

SOC (Security Operation Center) analysts historically struggled to keep up with the growing sophistication and daily prevalence of cyber attackers. To aid in the detection of cyber threats, many tools like IDS’s (Intrusion Detection Systems) are utilized to monitor cyber threats on a network. However, a common problem with these tools is the volume of the logs generated is extreme and does not stop, further increasing the chance for an adversary to go unnoticed until it’s too late. Typically, the initial evidence of an attack is not an isolated event but a part of a larger attack campaign describing prior …