Digital Commons Network^™

Characterizing Advanced Persistent Threats With Cyber Attack Flow Metrics, Tyler Miller, Caleb Chang, Shouhuai Xu

Military Cyber Affairs

Cyber attack campaigns vary not only in scale but in structure, yet conventional characterizations often reduce them to a single dimension such as technique count or impact severity. In this paper we extend the concept of cyber attack flows by defining three new metrics, novelty, technique complexity and flow complexity. Then we characterize the attack flows of three advanced persistent threat campaigns using these metrics and draw insights regarding their capabilities. Our findings include that low novelty does not equate to low attack capabilities and that exploitation of an internet-facing appliance is a common initial attack vector.

Journal Ida 2023 102 4

Journal IDA

The Journal IDA is a peer-reviewed, scientific periodical owned and published by the Indiana Dental Association, a constituent of the American Dental Association.

Journal IDA concentrates on the clinical aspects of dentistry, including case studies and research; practice management and business aspects of dentistry, from start up to transition; and also includes special and regular feature articles.

Journal Ida 2023 102 3

Journal IDA

The Journal IDA is a peer-reviewed, scientific periodical owned and published by the Indiana Dental Association, a constituent of the American Dental Association.

Journal IDA concentrates on the clinical aspects of dentistry, including case studies and research; practice management and business aspects of dentistry, from start up to transition; and also includes special and regular feature articles.

From Static Frameworks To Adaptive Evaluation: Piloting An Ai-Powered Evaluation Planner For Media Literacy And Digital Skills Interventions, Natalia Edisherashvili, Marit Puusepp, Leen D'Haenens, Tania Azadi, Łukasz Tomczyk, Gemma Martinez Fernández, Miguel Ángel Casado Del Río, Diego Martinez-Castro

Journal of Media Literacy Education Pre-Prints

Evaluating media literacy and digital skills (ML&DS) interventions remains challenging due to limited methodological capacity, time, and resources. Existing frameworks offer valuable guidance but are static and require expert adaptation. This pilot study tested an AI-powered Evaluation Planner developed within the REMEDIS project to support practitioners in designing feasible, evidence-informed evaluation plans. Using a mixed-methods design, 56 participants from 12 countries assessed the tool’s usability, clarity, and perceived utility after completing the Planner and an online survey. Findings showed high perceived ease of use, cognitive clarity, utility, and multilingual functionality. Associations between clarity, ease of use, and intention to reuse …

Directed Continuity Groups For Fresh-State Multi-Machine Processing, Shivam Mohan

Defensive Publications Series

The present disclosure relates to Directed Continuity Groups for Fresh-State Multi-Machine Processing in distributed computing systems. A processing system for directing related work receives work associated with a relation, derives a relation identifier, and associates the relation identifier with a continuity group having at least two processing nodes during an active continuity interval. The processing system directs state-changing work to an authority node that applies the work to a volatile state representation and generates state-update information identifying an ordering position, while at least one reflected-state node maintains a reflected state representation. Further, the processing system directs subsequent work based on …

Automated Proximity-Based Notifications To Disclose Nearby Media Recording Events, Ryan Geraghty, Alex Finlayson, Sunil Kumar

Defensive Publications Series

Media recording devices such as cameras and microphones can include explicit indicators, e.g., shutter click sound, a blinking light, etc. to inform people when media is being captured. However, such indicators may not be sufficiently prominent and can be inadvertently or deliberately obscured or bypassed through digital or physical tampering. This disclosure describes techniques for automated proximity-based disclosure of media recording status of a device to nearby first-party and third-party devices broadcast using one-way Bluetooth Low Energy (BLE) advertising packets. A recording initiation signal can be used to inform bystander devices within the capture radius whenever a device in the …

Verifiable Trust: A Practice Guide To Graduated Oversight Of Advanced Ai Systems, Volodymyr Kotegov

Defensive Publications Series

This guide turns the operational core of The Human–AI Charter (Discussion Draft v1.4) into a set of protocols that researchers, evaluators, and engineers can adopt without adopting the Charter's broader positions on moral status, representation, or long-term governance. It contains five protocols and four supporting practices for keeping the oversight of advanced AI systems verifiable: measuring how well verification methods actually detect deviations (VT-1); controlling changes to the parameters that oversight depends on (VT-2); keeping verification data out of training (VT-4); financing and assigning independent evaluators so that findings do not depend on the evaluated party (VT-3); and tying the …

Method, System, And Computer Program Product For Monitoring A Blockchain Network, Libby A. Kurien, William M. Boyce

Defensive Publications Series

The present disclosure provides methods, systems, and computer program products for monitoring a blockchain network. An example method includes: processing electronic payment transactions initiated by payment devices issued by an issuer system associated with a prefunded account including a blockchain address having a balance of digital tokens by: sequentially receiving transaction request messages initiated by payment devices issued by the issuer system; for each transaction:  determining an accumulated authorization amount based on preceding transaction amounts and the corresponding first transaction amount; determining that the accumulated authorization amount does not satisfy a threshold based on the prefunded amount of digital tokens …

Self-Derived Task-Conditioned Attention Gating For Mitigating Semantic Distractors, Sumit Kumar, Shivam Mohan, Ravi Shanker Kumar Sinha

Defensive Publications Series

The present disclosure provides a method (300) for mitigating semantic distractors in artificial intelligence (AI) systems. The method (300) includes receiving contextual information and one or more associated tasks, generating token embeddings corresponding to the contextual information, and processing the token embeddings through one or more neural-network layers to establish task understanding. The method (300) further includes deriving a task vector from one or more hidden-state representations generated by the neural network, generating relevance-gating values based on the task vector and contextual representations, and applying the relevance-gating values during attention computation to determine gated attention scores. The method (300) further …

B-Links: Proof-Of-Humanity-Signed Shareable Provenance With An Embedded Gratitude Affordance, Thon Ly

Defensive Publications Series

Consumer media sharing imposes a hidden, compounding storage tax. When a user shares a photo or video to n recipients on a copy-based platform whose defaults save received media to the library and cloud backup, the asset is duplicated across every recipient's device and personal cloud. Families carry the same memories n times over, and platforms turn duplication into upgrade prompts. The cost is invisible, and so is the kindness of a sharer who avoids it.

This paper specifies the B-Link℠: a rich link-preview primitive that replaces copy-based sharing with reference-based sharing while carrying four normally-absent payloads. One cloud-canonical copy …

Referral-Bound Purchase Claims: Binding An Operator-Issued Referral Id To An Anonymous On-Chain Purchase Commitment For Verifiable Word-Of-Mouth, Takuya Ogura

Defensive Publications Series

A method for making word-of-mouth posts verifiable without revealing buyer identity. A purchase is recorded on a blockchain as a hiding commitment that does not identify the buyer. When the buyer chooses to post about the purchase on social media, a separate per-purchase binding record is written that contains the buyer's public account handle and, in plaintext, an operator-issued referral ID. The referral ID is generated from random bytes and exists only inside the buyer's personal connector (token) URL, which is issued automatically upon payment confirmation. A third party can therefore compare the referral URL in a post against the …

Operational Evaluation Platform And Automated Maturity Scoring System For Partner Ecosystems, Harmony Murphy

Defensive Publications Series

An operational evaluation platform and automated scoring system provide centralized tracking, real-time value calibration, and multi-tier growth scaling across third-party partner ecosystems. The platform ingests manual user inputs and programmatic data streams into a unified workspace, eliminating data duplication while calculating weighted capability scores. Dual scorecard configurations enable internal account benchmarking and external partner enablement. An integrated maturity framework evaluates partner capabilities across four technical pillars—measurement and insight, media and personalization, creative and content, and operational data integration—classifying partners into distinct developmental stages to trigger automated, real-time recommendation updates. Keywords: operational evaluation platform, partner maturity framework, real-time calibration, automated intelligence, …

Co-Infection With Herpes Simplex Virus Type 1 And Aggregatibacter Actinomycetemcomitans Disrupts Oral Epithelial Barrier Integrity And Enhances Viral Amplification Via P38 Mitogen-Activated Protein Kinase Activation - An In Vitro Study, Shan-Ling Hung

Articles in Press

No abstract provided.

Disney And Critical Global Citizenship: Border Politics And Linguistic Decolonization In The Lion Guard, Gordana Lazić

Dialogue: The Interdisciplinary Journal of Popular Culture and Pedagogy

In this essay, I analyze the Disney television series The Lion Guard as a site of public pedagogy and argue that the show fosters a form of critical global citizenship among young viewers. It does this, I further maintain, in two primary ways: the progressive treatment of and careful attention to immigration and border politics, and disruption of the hegemony of the English language. Through age-appropriate plot development and dialogue, The Lion Guard actively participates in public pedagogy urging future policy and decision-makers to develop critical global consciousness.

Ephemeral Secrets Runtime For Kubernetes Workloads, Ananya Verma, Raouf Khan

Defensive Publications Series

Ephemeral Secrets Runtime For Kubernetes Workloads

ABSTRACT

The present disclosure relates to a system for ephemeral secrets runtime in Kubernetes workloads which includes an ephemeral secrets runtime system configured to receive a request from a Kubernetes workload for accessing a protected downstream resource, collect Kubernetes-workload identity attributes and runtime trust signals associated with the Kubernetes workload, generate a unified trust context by aggregating the collected identity attributes and runtime trust signals, evaluate the unified trust context against authorization policies to determine credential issuance parameters, generate a short-lived credential based on the credential issuance parameters, cryptographically bind the short-lived credential to …

Evidence-Based Interventions For Suicide Prevention, Deepthi Gilla

Indian Journal of Research in Homoeopathy

NA

Research Highlights, Gandham Kumuda, Monika Chandyoke

Indian Journal of Research in Homoeopathy

NA

World Homoeopathy Day 2026: Homoeopathy For Sustainable Health, Candy Benny, Sonu Kumar, Divya Taneja, Pankhuri Misra, Renu Mittal, Subhash Kaushik

Indian Journal of Research in Homoeopathy

The World Homoeopathy Day (WHD) 2026 – a two-day interactive forum to commemorate the 271^st birth anniversary of Dr. Samuel Hahnemann, founder of Homoeopathy, was held on 10^th – 11^th April 2026 at Vigyan Bhawan, New Delhi, India. The event was organised by CCRH, NCH, and NIH under the aegis of the Ministry of Ayush. Centered on the theme of ``Homoeopathy for Sustainable Health'', the event emphasised the role of Homoeopathy in promoting and ensuring sustainable health. The event witnessed participation from approximately 1,800 delegates comprising policy makers, practitioners, researchers, academicians, and students. There were a …

Mmu: 09/21/26-09/27/26, Student Bar Association

Monday Morning Update

This Week @ NDLS

Mass Times

Commons Daily Menu

Saint of the Week

General Announcements

The Rider (2026-09-21), Daniela Chapa-Reyes

The Rider Archives

Vol. 12, No. 5

The Psychosocial Experience Of Black Pentecostal Pastors In Western America Post-Pandemic, Isaiah Kelley

Walden Dissertations and Doctoral Studies

The COVID-19 pandemic disrupted religious institutions, altering how Black pastors provided spiritual leadership, community support, and social connection. Limited research has examined how these disruptions affected the social identity and psychosocial well-being of African American Pentecostal pastors. This qualitative phenomenological study explored the lived experiences of 11 African American Pentecostal pastors in the western United States following COVID-19 church closures. Guided by social identity theory, semi-structured interviews examined changes in participants’ social identity. Data were analyzed using Moustakas’s phenomenological approach: first- and second-cycle coding, member checking, reflective journals, and thematic analysis. Four themes emerged: psychological and emotional burden, social isolation …

A Numerical Solution Of Parabolic Integro-Differential Equations Using The Left Rectangular Rule, Ali Kamil Al-Abadi, Shurooq Kamel Abd

Baghdad Science Journal

This study presents a numerical technique for addressing parabolic integro-differential equations encountered in various scientific and engineering domains. The backward Euler method for temporal discretization with the left rectangular rule for estimating the memory integral term, is integrated into this proposed method. The semi-discrete and fully discrete formulations of the problem are used to obtain a finite element framework. To evaluate the accuracy of the numerical approximation, the mathematical formulation is established, and error estimates are analyzed. Numerous numerical experiments are conducted and juxtaposed with established exact solutions to assess the efficacy of the proposed method. The results show that …

Novel Solitary Wave Solutions And Stability Analysis Of The Generalized (3+1)-Dimensional Chaffee–Infante Equation, Mostafa M. A. Khater

Baghdad Science Journal

The generalized (3+1)-dimensional Chaffee–Infante equation, a nonlinear evolution equation with dispersive, dissipative and nonlinear effects, is considered a member of the class of reaction–diffusion models. Applying the Khater III method, we obtain seventeen exact analytical solutions of hyperbolic, trigonometric and rational function forms. The accuracy of these solutions is verified by comparison with the numerical simulations obtained by He's variational iteration method. The satisfactory consistency at absolute error levels less than 10^ - 9 supports the reliability of the analytical results. The analysis shows different dynamical patterns: solitary waves, periodic structures and singular wave profiles and studies their stability properties …

Comparison Of Soccer-Related Injuries At Us Emergency Departments Between High School-Aged And College-Aged Athletes: A 10-Year Neiss Analysis, 2015-2024, Gill Efron, John R. Tyler, Mark Gamadia, Ran Atzmon, Shai Shemesh, Matan Rotchild, Nata Parnes

Student Publications

Background: Soccer is widely played in the United States (US), yet contemporary national data comparing soccer-related emergency department (ED) injuries between high school-aged and college-aged athletes remain limited.

Purpose: To provide a comparative assessment of soccer-related injuries among high school-aged and college-aged athletes and to characterize the burden of these injuries on US EDs.

Study Design: Descriptive epidemiological study.

Methods: The National Electronic Injury Surveillance System was queried for soccer-related injuries among patients aged 14 to 23 years from 2015 to 2024. Patients aged 14 to 18 years were categorized as high school-aged and those aged 19 to 23 years …

Participant Recruitment And Retention In Studies Investigating Pregnancy-Related Pelvic Girdle Pain: A Methodological Systematic Review, Jasmine Darley, Bradley Halliday, Jill Shawe, Joanne Hosking, Zoe Hoare, Jennifer Freeman

School of Nursing and Midwifery

BackgroundRecruiting and retaining participants for clinical trials is a common and well-documented challenge, with particular complexity in perinatal populations which are historically underrepresented in health research. Recruitment and retention are known to be shaped by context-specific factors, yet no systematic review has examined these processes within the clinical domain of pregnancy-related pelvic girdle pain (PPGP), a common and potentially debilitating condition affecting around one in five women in the UK.ObjectiveThis methodological systematic review aimed to summarise participant recruitment and retention in clinical trials investigating PPGP across four objectives: (1) to identify methods of recruitment and retention; (2) to assess the …

Chimes: September 21, 2026, Calvin University

Chimes

Calvin ends legacy, mosaic and first-generation awards by Jorie Cho

An overview of Calvin’s new AI policy by Ellery Johnson

Update: DHS policy blocked by judge, current immigration policy to remain in place by Ian Tjoelker

Pickleball club is an instant hit among Calvin students by Evangeline Anga

New solar array to deliver renewable energy to campus by Lucas Phelps

Calvin becomes a Coca-Cola campus and other changes to dining services by Alec DeYoung

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Bulletin of Chinese Academy of Sciences (Chinese Version)

No abstract provided.

Shu World Review- September 20th 2026, Diplolab, Seton Hall University

SHU World Review

No abstract provided.

Pengembangan Learning Management System Berbasis Studi Kasus Kontekstual Sebagai Sumber Pengayaan Bagi Mahasiswa Ppg Pjok, Zihan Novita Sari, Evania Yafie, Muhammad Alfan, Amalia Choirun Nisa, Qorry Armen Gemael

Journal of Innovation and Teacher Professionalism

Educational digitalization requires technology-based learning resources that align with disciplinary characteristics and preservice teachers’ needs. This study aimed to develop a contextual case-based Learning Management System (LMS) as an enrichment resource for preservice Physical Education, Sports, and Health teachers and to examine its validity, practicality, and preliminary effectiveness. The study employed a Research and Development approach using the ADDIE model, comprising analysis, design, development, implementation, and evaluation. Data were collected through a needs-analysis questionnaire, semi-structured interviews, expert validation sheets, practicality questionnaires, and pretests and posttests. The needs analysis involved 146 preservice teachers at Universitas Negeri Malang, while the large-group …

Protect College Sports Act, Richard C. Crepeau

On Sport and Society

The NCAA, Coaches, Television Networks, and ill-informed politicians have discovered a crisis, an existential threat, within the corrupt world of intercollegiate athletics. At the heart of the matter is the fact that athletes have discovered that they can access a share of the obscene amount of money that floats into intercollegiate sport.