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Journal Article
Exploring mental health literacy among information technology (IT) professionals: Twitter content analysis
PLOS Digital Health
Mental health literacy has largely been studied via vignettes and surveys. Capturing the reality of the mental health literacy dimensions in a natural setting is an important step for moving towards a more actionable phase for mental health literacy...
/Biology and life sciences/Psychology/Psychological stress/Computer and information sciences/Artificial intelligence/Machine learning/Computer and information sciences/Network analysis/Social networks/Social media/Computer and information sciences/Network analysis/Social networks/Social media/Twitter/Medicine and health sciences/Epidemiology/Medical risk factors
Very Difficult (14.1)
DOI: 10.1371/journal.pdig.0001078
Journal Article
A Bayesian game approach for node-based attribution defense against asymmetric information attacks in IoT networks
PLOS ONE
In the rapidly evolving landscape of the Internet of Things (IoT), traditional defense mechanisms struggle to counter sophisticated attribution attacks, especially under asymmetric information conditions. This paper introduces a novel Bayesian game ...
/Biology and life sciences/Psychology/Behavior/Recreation/Games/Computer and information sciences/Computer networks/Computer and information sciences/Network analysis/Physical sciences/Mathematics/Applied mathematics/Algorithms/Physical sciences/Mathematics/Applied mathematics/Game theory
Very Difficult (18.4)
DOI: 10.1371/journal.pone.0316091
Journal Article
Privacy-preserving multimodal federated learning pipeline for cyber-resilient healthcare systems
PLOS One
The integration of Internet of Things (IoT) devices and electronic medical records (EMRs) has transformed healthcare delivery but has also created new vulnerabilities to cyberattacks that threaten both data confidentiality and patient safety. Conven...
/Biology and life sciences/Bioengineering/Biotechnology/Medical devices and equipment/Biology and life sciences/Evolutionary biology/Evolutionary processes/Convergent evolution/Computer and information sciences/Artificial intelligence/Machine learning/Computer and information sciences/Information technology/Health information technology/Electronic medical records/Computer and information sciences/Network analysis/Network resilience
Very Difficult (17.6)
DOI: 10.1371/journal.pone.0343669
Journal Article
Advancements in intrusion detection: A lightweight hybrid RNN-RF model
PLOS ONE
Computer networks face vulnerability to numerous attacks, which pose significant threats to our data security and the freedom of communication. This paper introduces a novel intrusion detection technique that diverges from traditional methods by lev...
/Biology and life sciences/Neuroscience/Neural networks/Recurrent neural networks/Computer and information sciences/Artificial intelligence/Machine learning/Computer and information sciences/Artificial intelligence/Machine learning/Decision tree learning/Computer and information sciences/Artificial intelligence/Machine learning/Machine learning algorithms/Computer and information sciences/Artificial intelligence/Machine learning/Machine learning algorithms/Boosting algorithms
Very Difficult (16.6)
DOI: 10.1371/journal.pone.0299666
Journal Article
Beyond automation: How IT professionals utilize the invisible AI arm?
PLOS One
Artificial intelligence (AI) is transforming task optimization across many occupations, particularly within the IT sector. Understanding how IT professionals use AI is crucial for establishing benchmarks and informing best practices. This mixed‑meth...
/Computer and information sciences/Artificial intelligence/Computer and information sciences/Computer security/Computer and information sciences/Data management/Computer and information sciences/Information technology/Natural language processing/Computer and information sciences/Software engineering/Computer software
Difficult (12.0)
DOI: 10.1371/journal.pone.0343114
Journal Article
How teleworking adoption is changing the labor market and workforce dynamics?
PLOS ONE
This article investigates how teleworking adoption influenced the labor market and workforce dynamic using bibliometric methods to overview 86 years of teleworking research [1936–2022]. By grouping the retrieved articles available on the Web of Scie...
/Engineering and technology/Transportation/Medicine and health sciences/Epidemiology/Pandemics/Medicine and health sciences/Medical conditions/Infectious diseases/Viral diseases/COVID 19/Medicine and health sciences/Mental health and psychiatry/Research and analysis methods/Research assessment/Bibliometrics
Very Difficult (16.6)
DOI: 10.1371/journal.pone.0299051
Journal Article
A distributed framework for zero-day malware detection using federated ensemble models
PLOS One
Classification and detection of zero-day attacks remain a significant challenge within the domain of cybersecurity. Due to the vast types of malware families and the presence of an imbalanced dataset, real-time detection and classification become in...
/Biology and life sciences/Neuroscience/Cognitive science/Cognitive psychology/Learning/Learning curves/Biology and life sciences/Neuroscience/Learning and memory/Learning/Learning curves/Biology and life sciences/Psychology/Cognitive psychology/Learning/Learning curves/Computer and information sciences/Artificial intelligence/Machine learning/Computer and information sciences/Artificial intelligence/Machine learning/Deep learning
Very Difficult (15.5)
DOI: 10.1371/journal.pone.0339907
Journal Article
Multiple social platforms reveal actionable signals for software vulnerability awareness: A study of GitHub, Twitter and Reddit
PLOS ONE
The awareness about software vulnerabilities is crucial to ensure effective cybersecurity practices, the development of high-quality software, and, ultimately, national security. This awareness can be better understood by studying the spread, struct...
/Computer and information sciences/Information theory/Graph theory/Clustering coefficients/Computer and information sciences/Network analysis/Computer and information sciences/Network analysis/Social networks/Computer and information sciences/Network analysis/Social networks/Social media/Computer and information sciences/Network analysis/Social networks/Social media/Twitter
Very Difficult (19.1)
DOI: 10.1371/journal.pone.0230250
Journal Article
Spatiotemporal Patterns and Predictability of Cyberattacks
PLOS ONE
A relatively unexplored issue in cybersecurity science and engineering is whether there exist intrinsic patterns of cyberattacks. Conventional wisdom favors absence of such patterns due to the overwhelming complexity of the modern cyberspace. Surpri...
/Computer and information sciences/Computer networks/Computer and information sciences/Computer networks/Internet/Computer and information sciences/Information theory/Information entropy/Computer and information sciences/Network analysis/Engineering and technology/Telecommunications
Very Difficult (19.0)
DOI: 10.1371/journal.pone.0124472
Journal Article
Performance measurement of ESG-themed megatrend investments in global equity markets using pure factor portfolios methodology
PLOS ONE
ESG factors are becoming mainstream in portfolio investment strategies, attracting increasing fund inflows from investors who are aligning their investment values to Sustainable Development Goals (SDG) declared by the United Nations Principles for R...
/Earth sciences/Geography/Human geography/Urban geography/Urbanization/Ecology and environmental sciences/Natural resources/Water resources/Ecology and environmental sciences/Sustainability science/Engineering and technology/Mechanical engineering/Robotics/Engineering and technology/Signal processing
Very Difficult (16.1)
DOI: 10.1371/journal.pone.0244225
Journal Article
Sparse-selective quantization for real-time cyber threat detection in large-scale networks
PLOS One
We propose a sparse-selective quantization framework for real-time cyber threat detection in large-scale networks, which tackles the dual challenges of computational efficiency and detection accuracy. The proposed method unites sparsity-aware featur...
/Computer and information sciences/Artificial intelligence/Machine learning/Deep learning/Computer and information sciences/Computer architecture/Computer and information sciences/Network analysis/Computer and information sciences/Software engineering/Preprocessing/Engineering and technology/Software engineering/Preprocessing
Very Difficult (18.2)
DOI: 10.1371/journal.pone.0345758
Journal Article
Blockchain-based zero trust networks with federated transfer learning for IoT security in industry 5.0
PLOS One
The rise of Industry 5.0 focuses on merging advanced intelligence, automation, and human-centered teamwork in industrial settings. However, keeping interconnected IoT networks secure is still a challenging problem. This paper proposes a new security...
/Biology and life sciences/Neuroscience/Cognitive science/Cognition/Memory/Memory recall/Biology and life sciences/Neuroscience/Learning and memory/Memory/Memory recall/Computer and information sciences/Artificial intelligence/Machine learning/Computer and information sciences/Computer networks/Computer and information sciences/Computer security
Difficult (13.0)
DOI: 10.1371/journal.pone.0323241
Journal Article
Virtual lab coats: The effects of verified source information on social media post credibility
PLOS ONE
Social media platform’s lack of control over its content made way to the fundamental problem of misinformation. As users struggle with determining the truth, social media platforms should strive to empower users to make more accurate credibility jud...
/Biology and life sciences/Psychology/Social psychology/Social influence/Computer and information sciences/Computer networks/Internet/Computer and information sciences/Network analysis/Social networks/Social media/Computer and information sciences/Network analysis/Social networks/Social media/Twitter/People and places/Population groupings/Professions/Medical personnel
Difficult (13.8)
DOI: 10.1371/journal.pone.0302323
Journal Article
The impact of IoT security labelling on consumer product choice and willingness to pay
PLOS ONE
The Internet of Things (IoT) brings internet connectivity to everyday electronic devices (e.g. security cameras and smart TVs) to improve their functionality and efficiency. However, serious security and privacy concerns have been raised about the I...
/Biology and life sciences/Neuroscience/Cognitive science/Cognition/Decision making/Biology and life sciences/Neuroscience/Cognitive science/Cognitive psychology/Decision making/Biology and life sciences/Psychology/Behavior/Biology and life sciences/Psychology/Cognitive psychology/Decision making/Computer and information sciences/Computer networks/Internet
Difficult (13.5)
DOI: 10.1371/journal.pone.0227800
Journal Article
Adaptive DDoS detection mode in software-defined SIP-VoIP using transfer learning with boosted meta-learner
PLOS One
The Internet has continued to provision its infrastructure as a platform for competitive marketing, enhanced productivity, and monetization efficacy. However, it has become a means for adversaries to exploit unsuspecting users and, in turn, compromi...
/Biology and life sciences/Neuroscience/Cognitive science/Cognition/Memory/Memory recall/Biology and life sciences/Neuroscience/Cognitive science/Cognitive psychology/Learning/Biology and life sciences/Neuroscience/Learning and memory/Learning/Biology and life sciences/Neuroscience/Learning and memory/Memory/Memory recall/Biology and life sciences/Organisms/Eukaryota/Plants/Trees
Very Difficult (16.4)
DOI: 10.1371/journal.pone.0326571
Journal Article
Network intrusion detection using a hybrid graph-based convolutional network and transformer architecture
PLOS One
Cloud computing continues to expand rapidly due to its ability to provide internet-hosted services, including servers, databases, and storage. However, this growth increases exposure to sophisticated intrusion attacks that can evade traditional secu...
/Biology and life sciences/Neuroscience/Neural networks/Computer and information sciences/Artificial intelligence/Machine learning/Computer and information sciences/Artificial intelligence/Machine learning/Deep learning/Computer and information sciences/Computer architecture/Computer and information sciences/Computing methods/Cloud computing
Very Difficult (16.2)
DOI: 10.1371/journal.pone.0340997
Journal Article
An explainable multi-head attention network for healthcare IoT threat detection based on the MedDefender-MHAN framework
PLOS One
The rapid proliferation of Internet of Medical Things (IoMT) devices in healthcare environments has created critical cybersecurity vulnerabilities that demand both accurate and interpretable intrusion detection solutions. Existing deep learning-base...
/Biology and life sciences/Bioengineering/Biotechnology/Medical devices and equipment/Biology and life sciences/Physiology/Physiological parameters/Body weight/Computer and information sciences/Artificial intelligence/Computer and information sciences/Artificial intelligence/Machine learning/Deep learning/Computer and information sciences/Computer architecture
Very Difficult (20.3)
DOI: 10.1371/journal.pone.0346677
Journal Article
A cross-dataset harmonized intrusion detection framework with statistically validated multi-model learning
PLOS One
Intrusion Detection Systems (IDS) are considered critical security tools in ensuring network infrastructure security. However, recent studies on machine learning-based IDS systems are often constrained by their heavy dependence on a single dataset, ...
/Biology and life sciences/Organisms/Eukaryota/Plants/Trees/Computer and information sciences/Artificial intelligence/Machine learning/Computer and information sciences/Artificial intelligence/Machine learning/Deep learning/Computer and information sciences/Cryptography/Computer and information sciences/Software engineering/Preprocessing
Very Difficult (18.0)
DOI: 10.1371/journal.pone.0346982
Journal Article
Security enhancement using scalable Blockchain-based Multi-Factor Authentication (BMFA)
PLOS One
As digital interactions continue to expand, securing online systems has become a fundamental priority. Multifactor authentication (MFA) plays a pivotal role in modern cybersecurity frameworks. Traditional approaches often exhibit weaknesses such as ...
/Biology and life sciences/Neuroscience/Cognitive science/Cognition/Memory/Face recognition/Biology and life sciences/Neuroscience/Cognitive science/Cognitive psychology/Perception/Face recognition/Biology and life sciences/Neuroscience/Learning and memory/Memory/Face recognition/Biology and life sciences/Psychology/Cognitive psychology/Perception/Face recognition/Computer and information sciences/Computer architecture
Very Difficult (19.2)
DOI: 10.1371/journal.pone.0348353
Video
Day 2 Part 3: Introduction to Reverse Engineering Software
Get the class materials to follow along at http://www.OpenSecurityTraining.info/IntroductionToReverseEngineering.html Follow us on Twitter for class news @OpenSecTraining or via RSS at http://www.OpenSecurityTraining.info/ChangeBlog/ChangeBlog.html T...
OpenSecurityTraining.infoDisassemblyReverse EngineeringIDAIDA Pro
Very Difficult (14.7)